SlideShare a Scribd company logo
1 of 24
Download to read offline
Application of fuzzy logic in engineering
problems
Gad, A.; Farooq, M.
(2001) Proceedings of 27th Annual Conference of the IEEE Industrial Electronics Society
(IECONโ€™01), Denver, CO, 29 November-2 December 2001, pages 2044-2049.
Abstract
In today's fast paced world of increasing and innovative new technology, fuzzy logic is a
practical mathematical addition to classic Boolean logic. We can see its applications in many
fields of science and engineering. This paper gives a general overview on many such applications
to target tracking, pattern recognition, robotics, power systems, controller design, chemical
engineering, biomedical engineering, vehicular technology, economy management as well as
decision making, communications and networking, electronic engineering, civil engineering,
sensor technology, and industry.
References
1. Zadeh, L. Fuzzy sets
(1965) Information and Control, 8, pp. 338-353.
2. Zadeh, L.
Fuzzy sets as a basis for a theory of possibility
(1978) Fuzzy Sets and Systems,
3. Zadeh, L.
Fuzzy sets and information granularity
(1979) Advances in Fuzzy Set Theory and Applications, North-Holland
4. Passino, K., Yurkovich, S. Fuzzy Control
(1998), Addison-Wesley
5. Civanlar, M., Trussell, H.
Constructing membership functions using statistical data
(1986) Fuzzy Sets and Systems, International Journal, 18 (1), pp. 1-13.
January
6. Lee, C.
Fuzzy logic in control systems: Fuzzy logic controller, Parts I, II
(1990) IEEE Trans. on Systems, Man, and Cybernetics, pp. 404-435.
7. Pedrycz, W.
(1993) Fuzzy Control and Fuzzy Systems: 2nd Edition,
New York: Wiley
8. Wang, L.-X.
Adaptive fuzzy systems and control Prentice-Hall, 1994
9. Mendel, J.
Fuzzy logic systems for engineering: A tutorial
(1995) Proceeding of the IEEE, 83.
10. Klir, G., Yuan, B.
Fuzzy sets and fuzzy logic: Theory and applications
(1995), Prentice-Hall Inc., copyright
11. Bandemer, H., Gottwald, S.
Fuzzy sets, fuzzy logic, and fuzzy methods with applications
(1995), NY: Wiley
12. Chen, C.
Fuzzy Logic and Neural Networks Handbook, McGraw-Hill, 1996
13. Cox, E.
(1999) The Fuzzy Systems Handbook, Academic Press
14. Tao, C., Thompson, W., Taur, J.
A fuzzy logic approach in multidimensional target tracking
(1993) 2nd IEEE Conf. on Fuzzy Systems, pp. 1350-1355.
15. Doyle, R., Harris, C.
Multi-sensor data fusion for obstacle tracking using neuro-fuzzy estimation algorithms
(1994) SPIE, 2233.
16. Hwang, W.-R., Thompson, W.
A methodology for designing an optimum fuzzy tracker using genetic algorithms
(1994) SPIE, 2232.
17. Chan, K., Lee, V., Leung, H.
Robust target tracking using a fuzzy filter
(1995) IEEE Trans. on SMC, pp. 22-25.
18. Meitzler, T., Arafeh, L.
Fuzzy logic approach for computing the probability of target detection in cluttered
environment
(1996) Opt. Eng., pp. 3623-3636.
19. Hossam, O., Farooq, M., Quach, T.
Fuzzy logic approach to data association
(1996) SPIE,
20. Moore, C., Harris, C., Rogers, E.
Fuzzy logic bases estimators and predictors for agile target tracking applications
(1996) Int. J. Syst. Science,
21. Smith, J.
A fuzzy logic multisensor association algorithm
(1997) SPIE, 3068.
22. Singh, R., Bailey, W.
Fuzzy logic applications to multisensor-multitarget correlation
(1997) IEEE Trans. on AES,
23. Chan, K., Lee, V., Leung, H.
Radar tracking for air surveillance in stressful environment using a fuzzy-gain filter
(1997) IEEE Trans. on FS, pp. 80-89.
Feb
24. Quach, T., Farooq, M.
A fuzzy logic-based target tracking algorithm
(1998) SPIE,
25. McGinnity, S., Irwin, G.
Fuzzy logic approach to maneuvering target tracking
(1998) IEE Proc. on Radar, Sonar Navig., 145.
26. Ashraf, A., Tummala, M., Cristi, R.
Fuzzy logic data correlation approach in multisensor-multitarget tracking systems
(1999) Signal Processing, 76, pp. 195-209.
27. Jang, L., Chao, J.
An information fusion algorithm for data association in multitarget tracking Proc. of the
First Australian Data Fusion Symposium, ADFS-96, 1996,
28. Wang, W.-J., Lin, H.-R.
Fuzzy control design for the trajectory tracking on uncertain nonlinear systems
(1999) IEEE Trans. on FS,
29. Meitzler, T., Singh, H.
Predicting probability of target detection in static infrared and visual scenes using the fuzzy
logic approach
(1998) Opt. Eng., pp. 23-40.
30. Gad, A., Farooq, M., Midwood, S.
Applications of fuzzy logic to target tracking in a cluttered environment SPIE Aerosense,
April 2001,
31. Luo, R., Chen, T., Su, K.
Target tracking using hierarchical grey-fuzzy motion decision-making method
(2001) IEEE Trans. on SMC, pp. 179-186.
May
32. Ng, G.
Application of fuzzy logic in multi-passive acoustic tracking (1999) SPIE, 3692.
33. Yuan, L., Wei-Xin, X., Lu-Ping, X.
Multisensor fuzzy-probability interacting data association algorithm
(1999) Acta Electronica Sinica,
China
34. Looney, C., Varol, Y.
Fuzzy clustering for association and fusion in multitarget tracking with multisensors
(1999) Fusion'99, 1, pp. 255-261.
July
35. Chen, T., Luo, R.
Mobile target tracking using hierarchical grey-fuzzy motion decision-making method IEEE
Int. Conf. on Robotics and Automation, 2000,
36. Luo, R., Chen, T.
Autonomous mobile target tracking system based on grey-fuzzy control algorithm
(2000) IEEE Trans. on IE,
Aug.
37. Chen, Y., Huang, H.
Fuzzy logic approach to multisensor data association
(2000) J. Math. & Comp. in Simulation,
July
38. Mital, D., Chin, L.
Simulations of neuro-fuzzy algorithms for multi-target tracking IEEE Int. Conf. on
Intelligent Processing Syst., 1998,
39. Meihua, X., Lixin, D., Zhengming, W.
Fuzzy data association in multi-sensor multi-target tracking 3rd World Congress on
Intelligent Control and Automation, 2000,
40. Zhu, D., Zhang, B.
Fuzzy sensor data fusion in GPS vehicle positioning Int. Conf. on MMIF(ISIF), 1998,
41. Smith, J.
A fuzzy logic multisensor association algorithm: Applied to noisy, intermittent and sparse
data Int. Conf. on MMIF(ISIF), 1998,
42. Korpisaari, P., Lahtinen, T., Saarinen, J.
Using fuzzy aircraft similarities in the multitarget-multisensor tracking Int. Conf. on
MMIF(ISIF), 1998,
43. Yousef, H.
Design and implementation of a fuzzy logic computer-controlled sun tracking system
(1999) IEEE ISIE, 3, pp. 1030-1034.
Slovenia, July
44. Ma, C.-W., Teng, C.
Tracking a near-field moving target using fuzzy neural networks
(2000) Fuzzy Sets and Systems,
March
45. Parizeau, M., Plamondou, R.
A fuzzy-syntactic approach to allograph modeling for cursive script recognition
IEEE Trans. on PAMI, 1995,
46. Gader, P., Mohamed, M., Chiang, J.
Comparison of crisp and fuzzy character neural networks in handwritten word recognition
(1995) IEEE Trans. on FS, 3.
Aug.
47. Chiang, J., Gader, P.
Hybrid fuzzy-neural systems with handwritten word recognition
(1997) IEEE Trans. on FS, 5.
48. Gader, P., Mohamed, M., Killer, J.M.
Dynamic programming based handwritten word recognition using the Choquet fuzzy
integral as the match function
(1996) J. Electron. Imaging, 5.
49. Mohamed, M., Gader, P.
Generalized hidden Markov models - Part II: Application to handwritten word recognition
(2000) IEEE Trans. on FS, 8, pp. 82-94.
50. Gader, P., Keller, J.M.
Neural and fuzzy methods in handwritten recognition
(1997) IEEE Trans. on Comp., 30, pp. 79-86.
51. Nelson, B.
Automatic vehicle detection in infrared imagery using a fuzzy inference-based classification
system
(2001) IEEE Trans. on FS, 9, pp. 53-61.
52. Benkhalifa, M., Beusaid, A.
Text categorization using the semi-supervised fuzzy C-means algorithm Proc. NAFIPS'99,
1999,
53. Lazzerini, B., Marcelloni, F.
Fuzzy classification of handwritten characters
(1999) Proc. NAFIPS, pp. 566-570.
54. Lazzerini, B., Marcelloni, F., Reyneri, L.M.
Neuro-fuzzy off-line recognition of handwritten sentences
(2000) Proc. KES'2000, pp. 440-443.
55. Chi, Z., Yan, H.
Handwritten numerical recognition using a small number of fuzzy rules with optimized
defuzzification parameters
(1995) Neural Networks, 8 (5), pp. 821-827.
56. Lazzerini, B., Marcelloni, F.
A linguistic fuzzy recognizer of off-line handwritten characters
(2000) Pattern Recognition Lett.,
57. Su, M., Zhao, Y.
A fuzzy rule-based approach to recognition 3-D arm movements
(2001) IEEE Trans. on NSRE, 9.
June
58. Adeli, H., Hung, S.
Fuzzy neural network learning model for image recognition
(1993) Integrated Computer-Aided Engineering, pp. 43-55.
59. Fang, N., Wang, H., Cheng, M.
A fuzzy target recognition system with homomorphic invariant feature extraction
(1993) Int. J. of Syst. Science,
60. Kuncheva, L.
Pattern recognition with a model a fuzzy neuron using degree of consensus (1994) Fuzzy
Sets and Systems, pp. 241-250.
61. Kwan, H. K.; Cai, Y.
A fuzzy neural network and its application to pattern recognition
(1994) IEEE Transactions on Fuzzy Systems, volume 2, issue 3, pages 185-193,
August 1994.
62. Kim, Y., Mitra, S.
An adaptive integrated fuzzy clustering model for pattern recognition
(1994) Fuzzy Systems and Sets, pp. 297-310.
63. Liu, X., Tan, S.
Fuzzy pyramid-based invariant object recognition
(1994) Pattern Recog.,
64. Morge, A., McLaren, R.
Uncertainty management for rule-based systems with applications to image analysis
(1994) IEEE Trans. on SMC, pp. 470-481.
65. Farbiz, F., Menhaj, M.
A new fuzzy logic filter for image enhancement IEEE Int. Conf. on SMC, 2000,
66. Lazzerini, B., Marcelloni, F.
A linguistic fuzzy recognizer of off-line handwritten characters
(2000) Pattern Recog. Lett.,
April
67. Ying, Y., Woo, P.
Speech recognition using fuzzy logic Int. Joint Conf. on Neural Net, 1999,
68. Zhao, T., Woo, P.
Fuzzy speech recognition
Int. Joint Conf. on Neural Net, 1999,
69. Ying, Y., Tahernezhadi, M.
Isolated word speech recognition using fuzzy logic
(1999) Acoustic Lett.,
70. Yong, L., Bin, Z., Shaowei, X.
Self-organizing network with fuzzy hyperellipsoidal classifying and its application in
unconstrained handwritten numeral recognition
(2000) J. of Tsinghua University,
China
71. Castillo, O., Melin, P.
A new method for fuzzy estimation of the fractal dimension and its applications to time
series analysis and pattern recognition
(2000) 19th NAFIPS,
72. Hai-Yan, C., Fei-Hu, O.
Application of fuzzy set to subject recognition
(2000) J. of Infrared and Millimeter Waves,
Oct.
73. Megherbi, D., Lodhi, S., Boulenouar, J.
Fuzzy logic model-based techniques with application to Urdu characters recognition
(2000) SPIE, 3962.
74. Meada, Y., Tanabe, M.
Hierarchical control for autonomous mobile robots with behavior-decision fuzzy algorithm
(1992) IEEE Trans. on RA,
May
75. Song, K., Tai, J.
Fuzzy navigation of a mobile robot
(1992) IEEE Trans. on IRS,
July
76. Raju, G., Zhou, J.
Fuzzy rule based approach for robot motion control
(1992) FUZZ-IEEE,
77. Liu, M.
Robotic deburring based on fuzzy force control
(1992) IEEE Trans. on IRS,
July
78. Liu, M., Wienand, S.
Applications of fuzzy logic in automated robotic deburring
(1994) Fuzzy Sets and Systems,
79. Chen, B., Uang, H., Tseng, C.
Robust tracking enhancement of robot systems including motor dynamics: A fuzzy-based
dynamic game approach
(1998) IEEE Trans. on FS,
80. Koo, T.
Model reference adaptive fuzzy control of robot manipulator
(1995) IEEE Trans. on SMC, pp. 424-429.
81. Neo, S., Er, M.
Adaptive fuzzy controller of a robot manipulator
(1996) Int. J. Syst. and Science,
82. Commuri, S., Lewis, F.
Adaptive-fuzzy logic control of robot manipulators
(1996) IEEE Trans. on PA, 3.
83. Jagannathan, S.
Discrete-time fuzzy logic control of a mobile robot with an onboard manipulator
(1997) Int. J. Syst. and Sci.,
84. Tsai, C., Wang, C., Liu, W.
Robust fuzzy model-following control of robot manipulators
(2000) IEEE Trans. on FS, 8.
85. Zurada, J., Wright, A., Graham, J.H.
A neuro-fuzzy approach for robot system safety
(2001) IEEE Trans on SMC, 31 (1), pp. 49-64.
Feb.
86. Kim, S., Park, M.
Fuzzy compliance robot control using multirule base
(1992) IEEE Trans. on FS,
87. Li, W., Zhang, B.
Fuzzy control of robotic manipulators in the presence of joint friction and loads changes Int.
Comput. Eng. Conf., Aug. 1993,
88. Tanaka, K., Kosaki, T., Wang, H.
Fuzzy control of a mobile robot with multiple trailers-satiability analysis and parallel
distributed compensation
(1996) IEEE Trans. on Intell. Control,
89. Zhang, J.
Applications of fuzzy logic control in autonomous robot systems
(1993) Int. J. of Sys. Sci.,
90. Suh, H., Kim, T.
Fuzzy membership function based neural networks with applications to the visual servoing
of robot manipulators
(1994) IEEE Trans. on FS, pp. 203-220.
91. Kim, W., Ko, J., Chung, M.
Uncertain robot environment modeling using fuzzy numbers
(1994) Fuzzy Sets and Systems,
92. De Neyer, M., Gorez, R.
Fuzzy and quantitative model-based control systems for robotic manipulators
(1993) Int. J. of Approx. Reasoning,
93. Zhen, L., Xu, L.
On-line fuzzy tuning of indirect field-oriented induction machine drives
(1998) IEEE Trans. on PE, 13.
94. Mir, S., Elbuluk, M., Zinger, D.
PI and fuzzy estimators for tuning the stator resistance in direct torque control of induction
machines
(1998) IEEE Trans. on PE, 13.
95. Bose, B., Patel, N.
Quasi-fuzzy estimation of stator resistance of induction motor
(1998) IEEE Trans. on Power Electronics, 13.
May
96. Saetieo, S., Tprrey, D.
Fuzzy logic control of space-vector PWM current regulator for three-phase power converters
(1998) IEEE Trans. on PE, 13, pp. 419-426.
97. Tomescu, B., Van Landingham, H.
Improved large-signal performance of parallel DC-DC converters current sharing using
fuzzy logic control
IEEE Trans. on PE, '99,
98. Dixon, W., Contardo, J., Moran, L.
A fuzzy-controlled active front-end rectifier with current harmonic filtering characteristics
and minimum sensing variables
(1999) IEEE Trans. on PE, pp. 724-729.
99. Nazarko, J., Zalewski, W.
The fuzzy regression approach to peak load estimation in power distribution system
(1999) IEEE Trans. on PS, pp. 809-814.
100.Cheok, A., Ertugrul, N.
High robustness and reliability of fuzzy logic based position estimation for sensorless
switched reluctance motor drives
(2000) IEEE Trans. on PS, 15.
101.Cupertino, F., Lattanzi, A., Salvatore, L.
A new fuzzy logic-based controller design for DC and AC impressed-voltage drives
(2000) IEEE Trans. on PS, 15.
102.Ertugrul, E., Cheok, A.
Indirect angle estimation in switched reluctance motor derives using fuzzy based motor
model
(2000) IEEE Trans. on PS, 15.
103.Jang, J.
A dead zone compensator of a DC motor system using fuzzy logic control
(2001) IEEE Trans. on SMC,
104.Hsieh, G., Chen, L., Huang, K.
Fuzzy-controlled Li-ion battery charge system with active state-of-charge controller
(2001) IEEE Trans on IE, 48.
105.Bose, B.
Experts systems, fuzzy logic, and neural network applications in power electronics and
motion control
(1994) Proc. IEEE, 82.
106.He, S., Tan, S.
Control of dynamical processes using an on-line rule-adaptive fuzzy control systems
(1993) Fuzzy Sets and Systems,
107.Malki, H., Li, H., Chen, G.
New design and stability analysis of fuzzy proportional-derivative control systems
(1994) IEEE Trans. on FS, pp. 245-254.
108.Steyn, W.
Fuzzy control for a non-linear MIMO plant sublect to control constraints IEEE Trans. on
SMC, '94,
109.Su, C., Stepanenko, Y.
Adaptive control of a class of nonlinear systems with fuzzy logic
(1994) IEEE Trans. on FS, pp. 285-294.
110.Yager, R.
On a hierarchical structure for fuzzy modeling and control
(1993) IEEE Trans. on SMC, pp. 1189-1197.
111.Yu, W., Bien, Z.
Design of fuzzy logic controller with inconsistent rule base
(1994) J. of Intelligent and Fuzzy Systems, pp. 147-159.
112.Kim, E., Park, M.
A new approach to fuzzy modeling
(1997) IEEE Trans. on FS, pp. 328-337.
113.Sugeno, M., Yasukawa, T.
A fuzzy-logic-based approach to qualitative modeling
(1993) IEEE Trans. on FS, pp. 7-31.
114.Hathaway, R., Bezdek, J.
Switching regression model and fuzzy clustering
(1993) IEEE Trans. on FS, pp. 195-204.
Aug.
115.Kim, S., Cho, Y., Park, M.
A multirule-base controller using the robust property of a fuzzy controller and its design
method
(1996) IEEE Trans. on FS,
116.Kim, J., Zeigler, B.
Designing fuzzy logic controllers using a multiresolutional search paradigm
(1996) IEEE Trans. on FS,
117.Li, W.
Design of a hybrid fuzzy logic proportional plus conventional integral-derivative controller
(1998) IEEE Trans. on FS,
118.Zhong, H., Shaohua, T., Zhuang, W. Fuzzy self-tuning of PID controllers
(1993) Fuzzy Sets and Systems, pp. 36-46.
119.He, S., Tan, S.
PID self-tuning control using a fuzzy adaptive mechanism
(1993) IEEE Trans. on FS, pp. 708-713.
May
120.Li, W.
Optimization of a fuzzy logic controller using neural network
(1994) IEEE Trans. on FS, pp. 223-227.
121.Li, W.
A method for design of a hybrid neuro-fuzzy control system based on behavior modeling
(1997) IEEE Trans. on FS,
122.Joo, Y., Shieh, L., Chen, G.
Hybrid state-space fuzzy model-based controller with dual-rate sampling for digital control
of chaotic systems
IEEE Trans. on FS, '99,
123.Galichet, S., Foulloy, L.
Fuzzy controllers: Synthesis and equivalencies (1995) IEEE Trans. on FS, pp. 140-148.
124.Moon, S.
Equivalence between fuzzy logic controllers and PI controllers for single input systems
(1995) FSS,
125.Ma, X., Sun, Z., He, Y.
Analysis and design of fuzzy controller and fuzzy observer
(1998) IEEE Trans. on FS, pp. 41-51.
126.Zaho, J., Wertz, V., Gorez, R.
Dynamic fuzzy state-feedback controller and its limitations 13th IFAC World Congress,
1996,
127.Cao, S., Rees, N., Feng, G.
Analysis and design of fuzzy control systems using dynamic fuzzy-state space models
(1999) IEEE Trans. on FS, pp. 192-200.
128.Singer, D., Chen, P.
Fuzzy chemicals kinetics: An algorithmic approach
(1993) Int. J. of Sys. Sci., pp. 1363-1376.
129.Vuorimaa, P., Jukarainen, T., Karpanoja, E.
A neuro-fuzzy system for chemical agent detection
(1995) IEEE Trans. on FS,
130.Song, J., Park, S.
A fuzzy dynamic learning for chemical process control
(1993) Fuzzy Sets and Systems, pp. 121-133.
131.Jukarainen, T., Karpanoja, E., Vuorimaa, P.
Gas recognition using fuzzy self-organizing map (1994) 4th Dortmund Fuzzy Days,
Germany
132.Aoyama, A., Doyle, F., Venkatasubramanian, V.
Fuzzy neural network techniques and their applications to nonlinear chemical process
control systems
(1999) Fuzzy Theory Syst.,
Academic press
133.Mitra, S.
Fuzzy MLP based expert system for medical diagnosis
(1994) Fuzzy Sets and Systems,
134.Watanabe, S., Yakownko, W.
Application of a fuzzy discrimination analysis for diagnosis of valvular heart disease
(1994) IEEE Trans. on FS, pp. 267-276.
135.Shieh, J., Linkens, D., Peacock, J.
Hierarchical rule-based and self-organizing fuzzy logic control for depth of anaesthesia
(1999) IEEE Trans. on SMC,
136.Linkens, D., Hasnain, S.
Self-organization fuzzy logic control and application to muscle relaxant anaesthesia Proc.
Inst. Elect. Eng., 1991,
137.Linkens, D., Shieh, J., Peacock, J.
Hierarchical fuzzy modeling for monitoring depth of anaesthesia
(1996) Fuzzy Sets Syst., 79.
138.Verma, B., Zakos, J.
A computer-aided diagnosis system for digital mammograms based on fuzzy-neural and
feature extraction techniques
(2001) IEEE Inf. Tech. In Biomedical,
139.Meier, R., Nienwland, J.
Fuzzy logic control of blood pressure during anaesthesia
(1992) IEEE CSM, 12.
140.Schanblin, J., Derighetti, M.
Fuzzy logic control of mechanical ventilation during anaesthesia
(1996) Br. J. Anaesth., 77.
141.Mikut, R., Jakel, J.
Data-based design of fuzzy systems for medical diagnosis problems
(2000) Automatisierungstechnik,
Germany, July
142.O'Brien, A., Winters, J.
A fuzzy muscle force estimator for use within an intelligent expert system
(1999) IEEE Eng. in Medicine and Biology,
143.Moller, D.
Fuzzy logic in discrete modeling and simulation in medical applications
(1998) Summer Computer Simulation Conference, Reno, NV, USA, pp. 125-130.
July
144.Ling, J., Guerra, J.
Continuos cardiac output determining from blood pressure waveforms using a fuzzy logic
model
(1999) IEEE Eng. in Medicine and Biology,
145.Tsai, D., Watanabe, S.
Application of a genetic-algorithm-based fuzzy reasoning for classification of myocardial
heart disease
(1999) CARS'99 Computer Assisted Radiology and Surgery,
146.De, S., Biswas, R., Roy, A.
An application of intuitionistic fuzzy sets in medical diagnosis
(2000) Fuzzy Sets and Systems,
Jan.
147.Altrock, C., Krause, B., Zimmermann, H.
Advanced fuzzy logic control of a model car in extreme situations
(1992) Fuzzy Sets and Systems,
148.Kikuchi, S., Parameswaran, J.
Use of fuzzy control for designing transportation schedules Proc. NAFIPS Meeting,
Allentown, PA, 1993,
149.Kikuchi, S., Chakroborty, P.
Car-following model based on fuzzy inference system (1993), Trans. Res. Record, No. 1365
150.Lea, R., Jani, Y.
Design and performance of a fuzzy logic based vehicle controller for autonomous collision
avoidance Conf. on FNS, Nov. 1991,
151.Tanaka, K., Kosaki, T.
Design of a stable fuzzy controller for an articulated vehicle
(1997) IEEE Trans. on SMC,
152.Tanaka, K., Sano, M.
Trajectory stabilization of a model car via fuzzy control
(1995) Fuzzy Sets and Systems, 70.
153.Pang, G., Takahashi, K.
Adaptive route selection for dynamic route guidance system based on fuzzy-neural
approaches
(1999) IEEE Trans. on Vehicular Tech., 48.
154.Pin, F., Watanabe, Y.
Steps toward sensor-based vehicle navigation in outdoor environment using a fuzzy
behaviorist approach
(1993) Int. J. Intell. Fuzzy Syst.,
155.Jia, Zhang, X.
Distributed intelligent railway traffic control based on fuzzy decisionmaking
(1994) Fuzzy Sets and Systems,
156.Lea, R., Hoblit, J., Jani, Y.
Performance comparison of a fuzzy logic based attitude controller with the shuttle on-orbit
digital autopilot
Proc. NAFIPS, May 1991,
157.Buijtenen, W., Scharm, G.
Adaptive fuzzy control of satellite attitude by reinforcement learning
(1998) IEEE Trans. on FS,
May
158.Tseng, C., Teo, D.
Ship-mounted satellite tracking antenna with fuzzy logic
(1998) IEEE Trans. on AES,
159.Napolitano, M., Casanova, J.
Neural and fuzzy reconstructions for the virtual flight data recorder
(1999) IEEE Trans. on Aerospace and Electronic Systems,
Jan
160.Chiang, C.-Y., Youssef, H.
Neural fuzzy approach to F/A-18 aircraft failure isolation and reconfiguration design
(1995) AIAA GNC,
161.Scharm, G., Ijff, J.
Fuzzy logic control of aircraft: A straight forward MIMO design
(1996) AIAA, J. Guidance, Control, and Dynamics,
162.Tseng, C., Chi, C.
Aircraft antilock brake system with neural networks and fuzzy logic
(1995) J. of Guidance, Control, and Dynamics,
Oct.
163.Won, T., Song, D.
A design for fuzzy control for high performance aircraft
(1999) ISIE,
164.Lin, C., Chen, Y.
Design of fuzzy logic guidance law against high-speed targets
(2000) AIAA, J. Guidance, Control, and Dynamics,
Feb.
165.Rahbar, N., Manhaj, M.
Fuzzy-logic-based closed optimal law for homing missile guidance
(2000) AIAA, J. Guidance, Control, and Dynamics,
166.Wu, S., Engelen, C.
Fuzzy logic based flight control of the atmospheric re-entry crew return vehicle Int. Conf. on
Spa. Guid., Nav., and Con. Sys, 2000,
167.Ortega, G., Mulder, J., Verbruggen, H.
Fuzzy logic for spacecraft control: An european approach
Int. Symposium on A.I., Rob. and Automation in Space, 1999,
168.Jing, Y., Yidong, Y., Yanming, F.
Fuzzy logic based flight/thrust integrated control system
(2000) J. of Nanjing University of Aeronautics & Astronautics,
Feb.
169.Nho, K., Agrarwal, R.
Automatic landing system design using fuzzy logic
(2000) AIAA, J. Guidance, Control, and Dynamics,
April
170.Fernandez-Montesinos, M., Vingerhoeds, R., Koppelaar, H. Mimicking
a fuzzy flight controller using B-splines Conf. on A. I. in Real-Time Control, 1998,
171.Zilouchian, A., Juliano, M.
Design of a fuzzy controller for a jet engine fuel design
(2000) J. Control Eng. Practice,
Aug.
172.Foo, S.
A fuzzy logic approach to fire detection in aircraft dry bays and engine compartments
(2000) IEEE Trans. on IE,
173.Kwan, C., Xu, H., Lewis, F.
Robust spacecraft attitude control using adaptive fuzzy logic
(2000) Int. J. of Sys. Sci.,
Oct.
174.Krishna, M., Kreinovich, V., Osegueda, R.
Fuzzy logic in nondestructive testing of aerospace structures
(2000) 42nd MWSCS,
175.Kandel, A., Manor, D.
ATM traffic management and congestion control using fuzzy logic
(1999) IEEE Trans. on SMC,
176.Kandel, A., Manor, D.
A comparative analysis of fuzzy versus conventional policing mechanisms for ATM
networks
(1996) IEEE/ACM Trans. Networking,
June
177.Chen, S.P., Wang, K.
Traffic modeling, prediction, and congestion control for high-speed networks: A fuzzy AR
approach IEEE Trans. on FS, '00,
178.Cheng, R., Chang, C., Lin, L.
A QoS-Provisioning neural fuzzy connection admission control for multimedia high-speed
networks IEEE Trans. on Networking, '99,
179.Hu, Q., Petr, D.
Self-tuning fuzzy traffic rate control for ATM networks
(1996) IEEE ICC'96,
180.Edwards, G., Kandel, A., Sankar, R.
Fuzzy handoff algorithms for wireless communication
(2000) Fuzzy Sets and Systems,
181.Yaghmaee, M., Safavi, M., Menhaj, M.
An efficient fuzzy based traffic policer for ATM networks
(2000) IEICE Trans. on Comm.,
182.Bosc, P., Damiani, E.
Fuzzy service selection in active networks
(2000) IEEE Trans. on FS,
183.Ramirez-Barajas, J., Dieck-Assad, G., Soto, R.
A fuzzy logic based AGC algorithm for radio communication system
(2000) IEEE Trans. on FS,
184.Chou, L., Fan, Y.
Fuzzy handoff handling for wireless ATM networks IEEE Int. Symp. on Intell. SP and
Comm. Sys., 1999,
185.Huang, Y., Wen, J.
Adaptive fuzzy interference cancellation for CMDA communication channel
IEEE Vehicular Tech. Conf., 2000,
186.Dimyati, K., Chin, Y.
Policing mechanism and cell loss priority control on voice cells in ATM networks using
fuzzy logic IEE Proc. Communications, Aug. 2000,
187.Liu, K., Lee, R., Chan, A.
Building a fuzzy system for ranking telecommunication access network projects
Int. Conf. on Knowledge-Based Intelligent Engineering Systems and Allied Technologies,
2000,
188.Shuhong, Z., Mianyun, C.
Fuzzy random analysis of the reliability of network
(2000) J. Huazhong University of Science and Technology,
Oct.
189.Liang, Q., Karnik, N., Mendel, J.
Connection admission control in ATM networks using survey-based type-2 fuzzy logic
systems IEEE Int. Conf. on SMC, '00,
190.Jing, Z., Luo, A., Tomizuka, M.
Stochastic, fuzzy, neural system for intelligent tracking of multiple maneuvering targets
(1998) ICMMF(ISIF),
191.Egusa, Y., Akahori, H.
An application of fuzzy set theory for an electronic video camera image stabilizer
(1995) IEEE FS,
Aug.
192.Egusa, Y., Akahori, H.
An electronic video camera image stabilizer operated on fuzzy theory
(1992) IEEE Trans. on FS,
March
193.Catania, A.V., Russo, M.
VLSI hardware architecture for complex fuzzy systems
(1999) IEEE Trans. on FS,
194.Tsang, D., Bensaou, B., Lan, S.
Fuzzy-based rate control for real-time MPEG video
(1998) IEEE Trans. on FS,
195.Jou, J., Chen, P.-Y., Yang, S.-F.
An adaptive fuzzy logic controller: Its VLSI architecture and applications
(2000) IEEE Trans. on FS,
196.Ayyub
Systems framework for fuzzy sets in civil engineering
(1991) Fuzzy Sets and Syst.,
197.Furuta
Comprehensive analysis for structural damage based upon fuzzy set theory
J. Intell. & FS, 1993,
198.Forrai, Hashimoto, S.
Fuzzy logic based vibration suppression control of flexible structures
(2000) IEEE Int. WAMC,
NJ
199.Shen, Y., Homaifar, A., Chen, D.
Vibration control of flexible structures using fuzzy logic and genetic algorithms Proc. the
2000 ACC, Chicago, 2000,
200.Kerjici
Control of cement rotary kiln and linguistic fuzzy models (2000) Automatizace, 43.
Aug.
201.Stylios, C., Groumpos, P.
Application of fuzzy cognitive maps in a large manufacturing system 8th
IFAC/IFORS/IMAC/IFIP Symposium, 1999,
202.Gunes, M.
Fuzzy approaches to the production problems: The case of refinery industry 3rd Int. Conf.
on Information Fusion, 2000,
203.Shi-Rong, L., Jin-Shou, Y.
A fuzzy inference system based on optimal fuzzy cluster and its application in product
quality
(2000) J. Info. and Cont.,
June
204.Xinyu, S., Peigen, L.
A multi-level fuzzy synthesis model for machine tools selection
(2000) J. of Huazhong University of Science and Technology,
China, Oct.
205.Patton, R., Chen, J., Benkhedda, H.
A study on neuro-fuzzy systems for fault diagnosis
(2000) Int. J. of Sys. Sci.,
Nov.
206.Meimei, G., Zhiming, W.
Fuzzy reasoning petri net and its application to fault diagnosis
(2000) Acta Automatica Sinica,
China, Sept.
207.Bingul, Z., Cook, G., Strauss, A.
Application of fuzzy logic to spatial thermal control in fusion welding
(2000) IEEE Trans. on IA,
208.Moon, U., Lee, K.
Temperature control of glass melting furnace with fuzzy logic and conventional PI control
American Control Conference, Chicago, 2000,
209.Gorodetsky, A., Sergeyev, A.
Optical fuzzy sensors
(1999) Proc. SPIE, 3740.
210.Pisarkiewicz, T., Potempa, P.
Fuzzy logic in the improvement of semiconductor gas sensor performance
(1999) SPIE, 3730.
211.Yi, W., Rong, C.
Reflection type surface roughness fiber-optic sensor and its fuzzy algorithm
(2000) Acta Photonica Sinica, Science Press,
July
Authorsโ€™ affiliation
GA; FM: Dept. of Electrical and Comp. Eng., Royal Military College of Canada, Kingston, Ont.
K7K 7B4, Canada
Correspondence address
Gad A.; Dept. of Electrical and Comp. Eng., Royal Military College of Canada, Kingston, Ont.
K7K 7B4, Canada; email: ahmed.gad@rmc.ca

More Related Content

Similar to Application Of Fuzzy Logic In Engineering Problems

David arroyo2009 en
David arroyo2009 enDavid arroyo2009 en
David arroyo2009 endarg0001
ย 
International Journal on Cryptography and Information Security (IJCIS)
International Journal on Cryptography and Information Security (IJCIS)International Journal on Cryptography and Information Security (IJCIS)
International Journal on Cryptography and Information Security (IJCIS)ijcisjournal
ย 
Deep randomized neural networks
Deep randomized neural networksDeep randomized neural networks
Deep randomized neural networksClaudio Gallicchio
ย 
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCH
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCHTOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCH
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCHIJCNCJournal
ย 
Two_approaches_for_ultrafast_random_bit_generation.pdf
Two_approaches_for_ultrafast_random_bit_generation.pdfTwo_approaches_for_ultrafast_random_bit_generation.pdf
Two_approaches_for_ultrafast_random_bit_generation.pdfKienBuiXuan3
ย 
Technical Area: Machine Learning and Pattern Recognition
Technical Area: Machine Learning and Pattern RecognitionTechnical Area: Machine Learning and Pattern Recognition
Technical Area: Machine Learning and Pattern Recognitionbutest
ย 
New Research Articles 2019 July Issue International Journal of Artificial Int...
New Research Articles 2019 July Issue International Journal of Artificial Int...New Research Articles 2019 July Issue International Journal of Artificial Int...
New Research Articles 2019 July Issue International Journal of Artificial Int...gerogepatton
ย 
BIOSKETCH
BIOSKETCHBIOSKETCH
BIOSKETCHbutest
ย 
Invited Talk at Sree Vidyaniketan Engineering College
Invited Talk at Sree Vidyaniketan Engineering CollegeInvited Talk at Sree Vidyaniketan Engineering College
Invited Talk at Sree Vidyaniketan Engineering CollegeFerdin Joe John Joseph PhD
ย 
Top 10 neural networks
Top 10 neural networksTop 10 neural networks
Top 10 neural networksijsc
ย 
April 2023-Top Cited Articles in ACII-24.pdf
April 2023-Top Cited Articles in ACII-24.pdfApril 2023-Top Cited Articles in ACII-24.pdf
April 2023-Top Cited Articles in ACII-24.pdfaciijournal
ย 
Top 5 most viewed articles from academia in 2019 -
Top 5 most viewed articles from academia in 2019 - Top 5 most viewed articles from academia in 2019 -
Top 5 most viewed articles from academia in 2019 - gerogepatton
ย 
TOP 10 Cited Computer Science & Information Technology Research Articles From...
TOP 10 Cited Computer Science & Information Technology Research Articles From...TOP 10 Cited Computer Science & Information Technology Research Articles From...
TOP 10 Cited Computer Science & Information Technology Research Articles From...AIRCC Publishing Corporation
ย 
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487guest4f037d
ย 
April 2023: Top 10 Read Articles in Signal & Image Processing
April 2023: Top 10 Read Articles in Signal & Image ProcessingApril 2023: Top 10 Read Articles in Signal & Image Processing
April 2023: Top 10 Read Articles in Signal & Image Processingsipij
ย 
SoftwareInformationTechnology
SoftwareInformationTechnologySoftwareInformationTechnology
SoftwareInformationTechnologySalhi Fadhel
ย 
January 2023: Top 10 Read Articles in Signal &Image Processing
January 2023: Top 10 Read Articles in Signal &Image Processing	January 2023: Top 10 Read Articles in Signal &Image Processing
January 2023: Top 10 Read Articles in Signal &Image Processing sipij
ย 
October 2021: Top Read Articles in Soft Computing
October 2021: Top Read Articles in Soft ComputingOctober 2021: Top Read Articles in Soft Computing
October 2021: Top Read Articles in Soft Computingijsc
ย 
March 2021: Top Read Articles in Soft Computing
March 2021: Top Read Articles in Soft ComputingMarch 2021: Top Read Articles in Soft Computing
March 2021: Top Read Articles in Soft Computingijsc
ย 
Towards a Panarchy Meme Map
Towards a Panarchy Meme MapTowards a Panarchy Meme Map
Towards a Panarchy Meme MapPaul Hartzog
ย 

Similar to Application Of Fuzzy Logic In Engineering Problems (20)

David arroyo2009 en
David arroyo2009 enDavid arroyo2009 en
David arroyo2009 en
ย 
International Journal on Cryptography and Information Security (IJCIS)
International Journal on Cryptography and Information Security (IJCIS)International Journal on Cryptography and Information Security (IJCIS)
International Journal on Cryptography and Information Security (IJCIS)
ย 
Deep randomized neural networks
Deep randomized neural networksDeep randomized neural networks
Deep randomized neural networks
ย 
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCH
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCHTOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCH
TOP 10 WIRELESS SENSOR NETWORKS PAPERS: RECOMMENDED READING โ€“ NETWORK RESEARCH
ย 
Two_approaches_for_ultrafast_random_bit_generation.pdf
Two_approaches_for_ultrafast_random_bit_generation.pdfTwo_approaches_for_ultrafast_random_bit_generation.pdf
Two_approaches_for_ultrafast_random_bit_generation.pdf
ย 
Technical Area: Machine Learning and Pattern Recognition
Technical Area: Machine Learning and Pattern RecognitionTechnical Area: Machine Learning and Pattern Recognition
Technical Area: Machine Learning and Pattern Recognition
ย 
New Research Articles 2019 July Issue International Journal of Artificial Int...
New Research Articles 2019 July Issue International Journal of Artificial Int...New Research Articles 2019 July Issue International Journal of Artificial Int...
New Research Articles 2019 July Issue International Journal of Artificial Int...
ย 
BIOSKETCH
BIOSKETCHBIOSKETCH
BIOSKETCH
ย 
Invited Talk at Sree Vidyaniketan Engineering College
Invited Talk at Sree Vidyaniketan Engineering CollegeInvited Talk at Sree Vidyaniketan Engineering College
Invited Talk at Sree Vidyaniketan Engineering College
ย 
Top 10 neural networks
Top 10 neural networksTop 10 neural networks
Top 10 neural networks
ย 
April 2023-Top Cited Articles in ACII-24.pdf
April 2023-Top Cited Articles in ACII-24.pdfApril 2023-Top Cited Articles in ACII-24.pdf
April 2023-Top Cited Articles in ACII-24.pdf
ย 
Top 5 most viewed articles from academia in 2019 -
Top 5 most viewed articles from academia in 2019 - Top 5 most viewed articles from academia in 2019 -
Top 5 most viewed articles from academia in 2019 -
ย 
TOP 10 Cited Computer Science & Information Technology Research Articles From...
TOP 10 Cited Computer Science & Information Technology Research Articles From...TOP 10 Cited Computer Science & Information Technology Research Articles From...
TOP 10 Cited Computer Science & Information Technology Research Articles From...
ย 
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487
Db8 Acde4 Bdb9 137 E Cae0 Bb8 E4115 B259 172487
ย 
April 2023: Top 10 Read Articles in Signal & Image Processing
April 2023: Top 10 Read Articles in Signal & Image ProcessingApril 2023: Top 10 Read Articles in Signal & Image Processing
April 2023: Top 10 Read Articles in Signal & Image Processing
ย 
SoftwareInformationTechnology
SoftwareInformationTechnologySoftwareInformationTechnology
SoftwareInformationTechnology
ย 
January 2023: Top 10 Read Articles in Signal &Image Processing
January 2023: Top 10 Read Articles in Signal &Image Processing	January 2023: Top 10 Read Articles in Signal &Image Processing
January 2023: Top 10 Read Articles in Signal &Image Processing
ย 
October 2021: Top Read Articles in Soft Computing
October 2021: Top Read Articles in Soft ComputingOctober 2021: Top Read Articles in Soft Computing
October 2021: Top Read Articles in Soft Computing
ย 
March 2021: Top Read Articles in Soft Computing
March 2021: Top Read Articles in Soft ComputingMarch 2021: Top Read Articles in Soft Computing
March 2021: Top Read Articles in Soft Computing
ย 
Towards a Panarchy Meme Map
Towards a Panarchy Meme MapTowards a Panarchy Meme Map
Towards a Panarchy Meme Map
ย 

More from Rick Vogel

MBA Essay Writing Ideal Assignment Writing By Oxb
MBA Essay Writing Ideal Assignment Writing By OxbMBA Essay Writing Ideal Assignment Writing By Oxb
MBA Essay Writing Ideal Assignment Writing By OxbRick Vogel
ย 
SUPERHERO WRITING PAPER By FabFileFolders
SUPERHERO WRITING PAPER By FabFileFoldersSUPERHERO WRITING PAPER By FabFileFolders
SUPERHERO WRITING PAPER By FabFileFoldersRick Vogel
ย 
Business Letter Writing Basics
Business Letter Writing BasicsBusiness Letter Writing Basics
Business Letter Writing BasicsRick Vogel
ย 
The Introductory Paragraph
The Introductory ParagraphThe Introductory Paragraph
The Introductory ParagraphRick Vogel
ย 
Analytical Essay Analytical Academi
Analytical Essay Analytical AcademiAnalytical Essay Analytical Academi
Analytical Essay Analytical AcademiRick Vogel
ย 
Linkingwords Essay Transitions, Transitio
Linkingwords Essay Transitions, TransitioLinkingwords Essay Transitions, Transitio
Linkingwords Essay Transitions, TransitioRick Vogel
ย 
7 Ways To Make Your College Essays Stand Out
7 Ways To Make Your College Essays Stand Out7 Ways To Make Your College Essays Stand Out
7 Ways To Make Your College Essays Stand OutRick Vogel
ย 
Position Paper Format Mun Country Name At The Top O
Position Paper Format Mun Country Name At The Top OPosition Paper Format Mun Country Name At The Top O
Position Paper Format Mun Country Name At The Top ORick Vogel
ย 
IB Written Assignment Format Citation Writing
IB Written Assignment Format Citation WritingIB Written Assignment Format Citation Writing
IB Written Assignment Format Citation WritingRick Vogel
ย 
Welcome To The Most Sophisticated Custom Paper Writing Service. Our
Welcome To The Most Sophisticated Custom Paper Writing Service. OurWelcome To The Most Sophisticated Custom Paper Writing Service. Our
Welcome To The Most Sophisticated Custom Paper Writing Service. OurRick Vogel
ย 
Get Expert Tips To Teach Essay Writing To Your Chil
Get Expert Tips To Teach Essay Writing To Your ChilGet Expert Tips To Teach Essay Writing To Your Chil
Get Expert Tips To Teach Essay Writing To Your ChilRick Vogel
ย 
Ebook Great Writing 4 Great Essays - (4E) D.O.C
Ebook Great Writing 4 Great Essays - (4E) D.O.CEbook Great Writing 4 Great Essays - (4E) D.O.C
Ebook Great Writing 4 Great Essays - (4E) D.O.CRick Vogel
ย 
Why You Want To Be A Police Officer Essay. Why I
Why You Want To Be A Police Officer Essay. Why IWhy You Want To Be A Police Officer Essay. Why I
Why You Want To Be A Police Officer Essay. Why IRick Vogel
ย 
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, Newspaper
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, NewspaperPin By Sadia Abid On My Saves In 2021 Articles For Kids, Newspaper
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, NewspaperRick Vogel
ย 
Buy My Essays Online - EssayPrince
Buy My Essays Online - EssayPrinceBuy My Essays Online - EssayPrince
Buy My Essays Online - EssayPrinceRick Vogel
ย 
Conclusion Of Research Paper Example. How To Make A Conclusion In
Conclusion Of Research Paper Example. How To Make A Conclusion InConclusion Of Research Paper Example. How To Make A Conclusion In
Conclusion Of Research Paper Example. How To Make A Conclusion InRick Vogel
ย 
Formal Analysis Essay Example. Definition And Ex
Formal Analysis Essay Example. Definition And ExFormal Analysis Essay Example. Definition And Ex
Formal Analysis Essay Example. Definition And ExRick Vogel
ย 
Why Essays Are A Bad Way To Teach Writing
Why Essays Are A Bad Way To Teach WritingWhy Essays Are A Bad Way To Teach Writing
Why Essays Are A Bad Way To Teach WritingRick Vogel
ย 
The Corporal Works Of Mercy
The Corporal Works Of MercyThe Corporal Works Of Mercy
The Corporal Works Of MercyRick Vogel
ย 
Sample Pdf Free Download Classles Democracy
Sample Pdf Free Download  Classles DemocracySample Pdf Free Download  Classles Democracy
Sample Pdf Free Download Classles DemocracyRick Vogel
ย 

More from Rick Vogel (20)

MBA Essay Writing Ideal Assignment Writing By Oxb
MBA Essay Writing Ideal Assignment Writing By OxbMBA Essay Writing Ideal Assignment Writing By Oxb
MBA Essay Writing Ideal Assignment Writing By Oxb
ย 
SUPERHERO WRITING PAPER By FabFileFolders
SUPERHERO WRITING PAPER By FabFileFoldersSUPERHERO WRITING PAPER By FabFileFolders
SUPERHERO WRITING PAPER By FabFileFolders
ย 
Business Letter Writing Basics
Business Letter Writing BasicsBusiness Letter Writing Basics
Business Letter Writing Basics
ย 
The Introductory Paragraph
The Introductory ParagraphThe Introductory Paragraph
The Introductory Paragraph
ย 
Analytical Essay Analytical Academi
Analytical Essay Analytical AcademiAnalytical Essay Analytical Academi
Analytical Essay Analytical Academi
ย 
Linkingwords Essay Transitions, Transitio
Linkingwords Essay Transitions, TransitioLinkingwords Essay Transitions, Transitio
Linkingwords Essay Transitions, Transitio
ย 
7 Ways To Make Your College Essays Stand Out
7 Ways To Make Your College Essays Stand Out7 Ways To Make Your College Essays Stand Out
7 Ways To Make Your College Essays Stand Out
ย 
Position Paper Format Mun Country Name At The Top O
Position Paper Format Mun Country Name At The Top OPosition Paper Format Mun Country Name At The Top O
Position Paper Format Mun Country Name At The Top O
ย 
IB Written Assignment Format Citation Writing
IB Written Assignment Format Citation WritingIB Written Assignment Format Citation Writing
IB Written Assignment Format Citation Writing
ย 
Welcome To The Most Sophisticated Custom Paper Writing Service. Our
Welcome To The Most Sophisticated Custom Paper Writing Service. OurWelcome To The Most Sophisticated Custom Paper Writing Service. Our
Welcome To The Most Sophisticated Custom Paper Writing Service. Our
ย 
Get Expert Tips To Teach Essay Writing To Your Chil
Get Expert Tips To Teach Essay Writing To Your ChilGet Expert Tips To Teach Essay Writing To Your Chil
Get Expert Tips To Teach Essay Writing To Your Chil
ย 
Ebook Great Writing 4 Great Essays - (4E) D.O.C
Ebook Great Writing 4 Great Essays - (4E) D.O.CEbook Great Writing 4 Great Essays - (4E) D.O.C
Ebook Great Writing 4 Great Essays - (4E) D.O.C
ย 
Why You Want To Be A Police Officer Essay. Why I
Why You Want To Be A Police Officer Essay. Why IWhy You Want To Be A Police Officer Essay. Why I
Why You Want To Be A Police Officer Essay. Why I
ย 
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, Newspaper
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, NewspaperPin By Sadia Abid On My Saves In 2021 Articles For Kids, Newspaper
Pin By Sadia Abid On My Saves In 2021 Articles For Kids, Newspaper
ย 
Buy My Essays Online - EssayPrince
Buy My Essays Online - EssayPrinceBuy My Essays Online - EssayPrince
Buy My Essays Online - EssayPrince
ย 
Conclusion Of Research Paper Example. How To Make A Conclusion In
Conclusion Of Research Paper Example. How To Make A Conclusion InConclusion Of Research Paper Example. How To Make A Conclusion In
Conclusion Of Research Paper Example. How To Make A Conclusion In
ย 
Formal Analysis Essay Example. Definition And Ex
Formal Analysis Essay Example. Definition And ExFormal Analysis Essay Example. Definition And Ex
Formal Analysis Essay Example. Definition And Ex
ย 
Why Essays Are A Bad Way To Teach Writing
Why Essays Are A Bad Way To Teach WritingWhy Essays Are A Bad Way To Teach Writing
Why Essays Are A Bad Way To Teach Writing
ย 
The Corporal Works Of Mercy
The Corporal Works Of MercyThe Corporal Works Of Mercy
The Corporal Works Of Mercy
ย 
Sample Pdf Free Download Classles Democracy
Sample Pdf Free Download  Classles DemocracySample Pdf Free Download  Classles Democracy
Sample Pdf Free Download Classles Democracy
ย 

Recently uploaded

UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...Sayali Powar
ย 
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPost Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPragya - UEM Kolkata Quiz Club
ย 
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdf
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdfINU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdf
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdfbu07226
ย 
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General QuizPragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General QuizPragya - UEM Kolkata Quiz Club
ย 
How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17Celine George
ย 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptSourabh Kumar
ย 
Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeSaadHumayun7
ย 
Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Mohamed Rizk Khodair
ย 
[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online Presentation[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online PresentationGDSCYCCE
ย 
factors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxfactors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxSanjay Shekar
ย 
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝ
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝ
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝไธญ ๅคฎ็คพ
ย 
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ไธญ ๅคฎ็คพ
ย 
Keeping Your Information Safe with Centralized Security Services
Keeping Your Information Safe with Centralized Security ServicesKeeping Your Information Safe with Centralized Security Services
Keeping Your Information Safe with Centralized Security ServicesTechSoup
ย 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointELaRue0
ย 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff17thcssbs2
ย 
The Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryThe Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryEugene Lysak
ย 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesRased Khan
ย 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxheathfieldcps1
ย 
Word Stress rules esl .pptx
Word Stress rules esl               .pptxWord Stress rules esl               .pptx
Word Stress rules esl .pptxNicholas Montgomery
ย 

Recently uploaded (20)

UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
UNIT โ€“ IV_PCI Complaints: Complaints and evaluation of complaints, Handling o...
ย 
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdfPost Exam Fun(da) Intra UEM General Quiz - Finals.pdf
Post Exam Fun(da) Intra UEM General Quiz - Finals.pdf
ย 
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdf
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdfINU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdf
INU_CAPSTONEDESIGN_แ„‡แ…ตแ„†แ…ตแ†ฏแ„‡แ…ฅแ†ซแ„’แ…ฉ486_แ„‹แ…ฅแ†ธแ„…แ…ฉแ„ƒแ…ณแ„‹แ…ญแ†ผ แ„‡แ…กแ†ฏแ„‘แ…ญแ„Œแ…กแ„…แ…ญ.pdf
ย 
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General QuizPragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
Pragya Champions Chalice 2024 Prelims & Finals Q/A set, General Quiz
ย 
How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17How to Manage Notification Preferences in the Odoo 17
How to Manage Notification Preferences in the Odoo 17
ย 
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.pptBasic_QTL_Marker-assisted_Selection_Sourabh.ppt
Basic_QTL_Marker-assisted_Selection_Sourabh.ppt
ย 
Neurulation and the formation of the neural tube
Neurulation and the formation of the neural tubeNeurulation and the formation of the neural tube
Neurulation and the formation of the neural tube
ย 
Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).Dementia (Alzheimer & vasular dementia).
Dementia (Alzheimer & vasular dementia).
ย 
[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online Presentation[GDSC YCCE] Build with AI Online Presentation
[GDSC YCCE] Build with AI Online Presentation
ย 
factors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptxfactors influencing drug absorption-final-2.pptx
factors influencing drug absorption-final-2.pptx
ย 
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝ
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝ
ๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝๆœƒ่€ƒ่‹ฑ่ฝ
ย 
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡
ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡ๆœƒ่€ƒ่‹ฑๆ–‡
ย 
Keeping Your Information Safe with Centralized Security Services
Keeping Your Information Safe with Centralized Security ServicesKeeping Your Information Safe with Centralized Security Services
Keeping Your Information Safe with Centralized Security Services
ย 
Open Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPointOpen Educational Resources Primer PowerPoint
Open Educational Resources Primer PowerPoint
ย 
IATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdffIATP How-to Foreign Travel May 2024.pdff
IATP How-to Foreign Travel May 2024.pdff
ย 
The Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. HenryThe Last Leaf, a short story by O. Henry
The Last Leaf, a short story by O. Henry
ย 
Application of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matricesApplication of Matrices in real life. Presentation on application of matrices
Application of Matrices in real life. Presentation on application of matrices
ย 
The basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptxThe basics of sentences session 4pptx.pptx
The basics of sentences session 4pptx.pptx
ย 
โ€œO BEIJOโ€ EM ARTE .
โ€œO BEIJOโ€ EM ARTE                       .โ€œO BEIJOโ€ EM ARTE                       .
โ€œO BEIJOโ€ EM ARTE .
ย 
Word Stress rules esl .pptx
Word Stress rules esl               .pptxWord Stress rules esl               .pptx
Word Stress rules esl .pptx
ย 

Application Of Fuzzy Logic In Engineering Problems

  • 1. Application of fuzzy logic in engineering problems Gad, A.; Farooq, M. (2001) Proceedings of 27th Annual Conference of the IEEE Industrial Electronics Society (IECONโ€™01), Denver, CO, 29 November-2 December 2001, pages 2044-2049. Abstract In today's fast paced world of increasing and innovative new technology, fuzzy logic is a practical mathematical addition to classic Boolean logic. We can see its applications in many fields of science and engineering. This paper gives a general overview on many such applications to target tracking, pattern recognition, robotics, power systems, controller design, chemical engineering, biomedical engineering, vehicular technology, economy management as well as decision making, communications and networking, electronic engineering, civil engineering, sensor technology, and industry. References 1. Zadeh, L. Fuzzy sets (1965) Information and Control, 8, pp. 338-353. 2. Zadeh, L. Fuzzy sets as a basis for a theory of possibility (1978) Fuzzy Sets and Systems, 3. Zadeh, L. Fuzzy sets and information granularity (1979) Advances in Fuzzy Set Theory and Applications, North-Holland 4. Passino, K., Yurkovich, S. Fuzzy Control (1998), Addison-Wesley 5. Civanlar, M., Trussell, H. Constructing membership functions using statistical data (1986) Fuzzy Sets and Systems, International Journal, 18 (1), pp. 1-13. January
  • 2. 6. Lee, C. Fuzzy logic in control systems: Fuzzy logic controller, Parts I, II (1990) IEEE Trans. on Systems, Man, and Cybernetics, pp. 404-435. 7. Pedrycz, W. (1993) Fuzzy Control and Fuzzy Systems: 2nd Edition, New York: Wiley 8. Wang, L.-X. Adaptive fuzzy systems and control Prentice-Hall, 1994 9. Mendel, J. Fuzzy logic systems for engineering: A tutorial (1995) Proceeding of the IEEE, 83. 10. Klir, G., Yuan, B. Fuzzy sets and fuzzy logic: Theory and applications (1995), Prentice-Hall Inc., copyright 11. Bandemer, H., Gottwald, S. Fuzzy sets, fuzzy logic, and fuzzy methods with applications (1995), NY: Wiley 12. Chen, C. Fuzzy Logic and Neural Networks Handbook, McGraw-Hill, 1996 13. Cox, E. (1999) The Fuzzy Systems Handbook, Academic Press 14. Tao, C., Thompson, W., Taur, J. A fuzzy logic approach in multidimensional target tracking (1993) 2nd IEEE Conf. on Fuzzy Systems, pp. 1350-1355. 15. Doyle, R., Harris, C. Multi-sensor data fusion for obstacle tracking using neuro-fuzzy estimation algorithms (1994) SPIE, 2233. 16. Hwang, W.-R., Thompson, W. A methodology for designing an optimum fuzzy tracker using genetic algorithms (1994) SPIE, 2232.
  • 3. 17. Chan, K., Lee, V., Leung, H. Robust target tracking using a fuzzy filter (1995) IEEE Trans. on SMC, pp. 22-25. 18. Meitzler, T., Arafeh, L. Fuzzy logic approach for computing the probability of target detection in cluttered environment (1996) Opt. Eng., pp. 3623-3636. 19. Hossam, O., Farooq, M., Quach, T. Fuzzy logic approach to data association (1996) SPIE, 20. Moore, C., Harris, C., Rogers, E. Fuzzy logic bases estimators and predictors for agile target tracking applications (1996) Int. J. Syst. Science, 21. Smith, J. A fuzzy logic multisensor association algorithm (1997) SPIE, 3068. 22. Singh, R., Bailey, W. Fuzzy logic applications to multisensor-multitarget correlation (1997) IEEE Trans. on AES, 23. Chan, K., Lee, V., Leung, H. Radar tracking for air surveillance in stressful environment using a fuzzy-gain filter (1997) IEEE Trans. on FS, pp. 80-89. Feb 24. Quach, T., Farooq, M. A fuzzy logic-based target tracking algorithm (1998) SPIE, 25. McGinnity, S., Irwin, G. Fuzzy logic approach to maneuvering target tracking (1998) IEE Proc. on Radar, Sonar Navig., 145. 26. Ashraf, A., Tummala, M., Cristi, R.
  • 4. Fuzzy logic data correlation approach in multisensor-multitarget tracking systems (1999) Signal Processing, 76, pp. 195-209. 27. Jang, L., Chao, J. An information fusion algorithm for data association in multitarget tracking Proc. of the First Australian Data Fusion Symposium, ADFS-96, 1996, 28. Wang, W.-J., Lin, H.-R. Fuzzy control design for the trajectory tracking on uncertain nonlinear systems (1999) IEEE Trans. on FS, 29. Meitzler, T., Singh, H. Predicting probability of target detection in static infrared and visual scenes using the fuzzy logic approach (1998) Opt. Eng., pp. 23-40. 30. Gad, A., Farooq, M., Midwood, S. Applications of fuzzy logic to target tracking in a cluttered environment SPIE Aerosense, April 2001, 31. Luo, R., Chen, T., Su, K. Target tracking using hierarchical grey-fuzzy motion decision-making method (2001) IEEE Trans. on SMC, pp. 179-186. May 32. Ng, G. Application of fuzzy logic in multi-passive acoustic tracking (1999) SPIE, 3692. 33. Yuan, L., Wei-Xin, X., Lu-Ping, X. Multisensor fuzzy-probability interacting data association algorithm (1999) Acta Electronica Sinica, China 34. Looney, C., Varol, Y. Fuzzy clustering for association and fusion in multitarget tracking with multisensors (1999) Fusion'99, 1, pp. 255-261. July 35. Chen, T., Luo, R. Mobile target tracking using hierarchical grey-fuzzy motion decision-making method IEEE
  • 5. Int. Conf. on Robotics and Automation, 2000, 36. Luo, R., Chen, T. Autonomous mobile target tracking system based on grey-fuzzy control algorithm (2000) IEEE Trans. on IE, Aug. 37. Chen, Y., Huang, H. Fuzzy logic approach to multisensor data association (2000) J. Math. & Comp. in Simulation, July 38. Mital, D., Chin, L. Simulations of neuro-fuzzy algorithms for multi-target tracking IEEE Int. Conf. on Intelligent Processing Syst., 1998, 39. Meihua, X., Lixin, D., Zhengming, W. Fuzzy data association in multi-sensor multi-target tracking 3rd World Congress on Intelligent Control and Automation, 2000, 40. Zhu, D., Zhang, B. Fuzzy sensor data fusion in GPS vehicle positioning Int. Conf. on MMIF(ISIF), 1998, 41. Smith, J. A fuzzy logic multisensor association algorithm: Applied to noisy, intermittent and sparse data Int. Conf. on MMIF(ISIF), 1998, 42. Korpisaari, P., Lahtinen, T., Saarinen, J. Using fuzzy aircraft similarities in the multitarget-multisensor tracking Int. Conf. on MMIF(ISIF), 1998, 43. Yousef, H. Design and implementation of a fuzzy logic computer-controlled sun tracking system (1999) IEEE ISIE, 3, pp. 1030-1034. Slovenia, July 44. Ma, C.-W., Teng, C. Tracking a near-field moving target using fuzzy neural networks (2000) Fuzzy Sets and Systems, March
  • 6. 45. Parizeau, M., Plamondou, R. A fuzzy-syntactic approach to allograph modeling for cursive script recognition IEEE Trans. on PAMI, 1995, 46. Gader, P., Mohamed, M., Chiang, J. Comparison of crisp and fuzzy character neural networks in handwritten word recognition (1995) IEEE Trans. on FS, 3. Aug. 47. Chiang, J., Gader, P. Hybrid fuzzy-neural systems with handwritten word recognition (1997) IEEE Trans. on FS, 5. 48. Gader, P., Mohamed, M., Killer, J.M. Dynamic programming based handwritten word recognition using the Choquet fuzzy integral as the match function (1996) J. Electron. Imaging, 5. 49. Mohamed, M., Gader, P. Generalized hidden Markov models - Part II: Application to handwritten word recognition (2000) IEEE Trans. on FS, 8, pp. 82-94. 50. Gader, P., Keller, J.M. Neural and fuzzy methods in handwritten recognition (1997) IEEE Trans. on Comp., 30, pp. 79-86. 51. Nelson, B. Automatic vehicle detection in infrared imagery using a fuzzy inference-based classification system (2001) IEEE Trans. on FS, 9, pp. 53-61. 52. Benkhalifa, M., Beusaid, A. Text categorization using the semi-supervised fuzzy C-means algorithm Proc. NAFIPS'99, 1999, 53. Lazzerini, B., Marcelloni, F. Fuzzy classification of handwritten characters (1999) Proc. NAFIPS, pp. 566-570. 54. Lazzerini, B., Marcelloni, F., Reyneri, L.M.
  • 7. Neuro-fuzzy off-line recognition of handwritten sentences (2000) Proc. KES'2000, pp. 440-443. 55. Chi, Z., Yan, H. Handwritten numerical recognition using a small number of fuzzy rules with optimized defuzzification parameters (1995) Neural Networks, 8 (5), pp. 821-827. 56. Lazzerini, B., Marcelloni, F. A linguistic fuzzy recognizer of off-line handwritten characters (2000) Pattern Recognition Lett., 57. Su, M., Zhao, Y. A fuzzy rule-based approach to recognition 3-D arm movements (2001) IEEE Trans. on NSRE, 9. June 58. Adeli, H., Hung, S. Fuzzy neural network learning model for image recognition (1993) Integrated Computer-Aided Engineering, pp. 43-55. 59. Fang, N., Wang, H., Cheng, M. A fuzzy target recognition system with homomorphic invariant feature extraction (1993) Int. J. of Syst. Science, 60. Kuncheva, L. Pattern recognition with a model a fuzzy neuron using degree of consensus (1994) Fuzzy Sets and Systems, pp. 241-250. 61. Kwan, H. K.; Cai, Y. A fuzzy neural network and its application to pattern recognition (1994) IEEE Transactions on Fuzzy Systems, volume 2, issue 3, pages 185-193, August 1994. 62. Kim, Y., Mitra, S. An adaptive integrated fuzzy clustering model for pattern recognition (1994) Fuzzy Systems and Sets, pp. 297-310. 63. Liu, X., Tan, S.
  • 8. Fuzzy pyramid-based invariant object recognition (1994) Pattern Recog., 64. Morge, A., McLaren, R. Uncertainty management for rule-based systems with applications to image analysis (1994) IEEE Trans. on SMC, pp. 470-481. 65. Farbiz, F., Menhaj, M. A new fuzzy logic filter for image enhancement IEEE Int. Conf. on SMC, 2000, 66. Lazzerini, B., Marcelloni, F. A linguistic fuzzy recognizer of off-line handwritten characters (2000) Pattern Recog. Lett., April 67. Ying, Y., Woo, P. Speech recognition using fuzzy logic Int. Joint Conf. on Neural Net, 1999, 68. Zhao, T., Woo, P. Fuzzy speech recognition Int. Joint Conf. on Neural Net, 1999, 69. Ying, Y., Tahernezhadi, M. Isolated word speech recognition using fuzzy logic (1999) Acoustic Lett., 70. Yong, L., Bin, Z., Shaowei, X. Self-organizing network with fuzzy hyperellipsoidal classifying and its application in unconstrained handwritten numeral recognition (2000) J. of Tsinghua University, China 71. Castillo, O., Melin, P. A new method for fuzzy estimation of the fractal dimension and its applications to time series analysis and pattern recognition (2000) 19th NAFIPS, 72. Hai-Yan, C., Fei-Hu, O. Application of fuzzy set to subject recognition
  • 9. (2000) J. of Infrared and Millimeter Waves, Oct. 73. Megherbi, D., Lodhi, S., Boulenouar, J. Fuzzy logic model-based techniques with application to Urdu characters recognition (2000) SPIE, 3962. 74. Meada, Y., Tanabe, M. Hierarchical control for autonomous mobile robots with behavior-decision fuzzy algorithm (1992) IEEE Trans. on RA, May 75. Song, K., Tai, J. Fuzzy navigation of a mobile robot (1992) IEEE Trans. on IRS, July 76. Raju, G., Zhou, J. Fuzzy rule based approach for robot motion control (1992) FUZZ-IEEE, 77. Liu, M. Robotic deburring based on fuzzy force control (1992) IEEE Trans. on IRS, July 78. Liu, M., Wienand, S. Applications of fuzzy logic in automated robotic deburring (1994) Fuzzy Sets and Systems, 79. Chen, B., Uang, H., Tseng, C. Robust tracking enhancement of robot systems including motor dynamics: A fuzzy-based dynamic game approach (1998) IEEE Trans. on FS, 80. Koo, T. Model reference adaptive fuzzy control of robot manipulator (1995) IEEE Trans. on SMC, pp. 424-429.
  • 10. 81. Neo, S., Er, M. Adaptive fuzzy controller of a robot manipulator (1996) Int. J. Syst. and Science, 82. Commuri, S., Lewis, F. Adaptive-fuzzy logic control of robot manipulators (1996) IEEE Trans. on PA, 3. 83. Jagannathan, S. Discrete-time fuzzy logic control of a mobile robot with an onboard manipulator (1997) Int. J. Syst. and Sci., 84. Tsai, C., Wang, C., Liu, W. Robust fuzzy model-following control of robot manipulators (2000) IEEE Trans. on FS, 8. 85. Zurada, J., Wright, A., Graham, J.H. A neuro-fuzzy approach for robot system safety (2001) IEEE Trans on SMC, 31 (1), pp. 49-64. Feb. 86. Kim, S., Park, M. Fuzzy compliance robot control using multirule base (1992) IEEE Trans. on FS, 87. Li, W., Zhang, B. Fuzzy control of robotic manipulators in the presence of joint friction and loads changes Int. Comput. Eng. Conf., Aug. 1993, 88. Tanaka, K., Kosaki, T., Wang, H. Fuzzy control of a mobile robot with multiple trailers-satiability analysis and parallel distributed compensation (1996) IEEE Trans. on Intell. Control, 89. Zhang, J. Applications of fuzzy logic control in autonomous robot systems (1993) Int. J. of Sys. Sci., 90. Suh, H., Kim, T.
  • 11. Fuzzy membership function based neural networks with applications to the visual servoing of robot manipulators (1994) IEEE Trans. on FS, pp. 203-220. 91. Kim, W., Ko, J., Chung, M. Uncertain robot environment modeling using fuzzy numbers (1994) Fuzzy Sets and Systems, 92. De Neyer, M., Gorez, R. Fuzzy and quantitative model-based control systems for robotic manipulators (1993) Int. J. of Approx. Reasoning, 93. Zhen, L., Xu, L. On-line fuzzy tuning of indirect field-oriented induction machine drives (1998) IEEE Trans. on PE, 13. 94. Mir, S., Elbuluk, M., Zinger, D. PI and fuzzy estimators for tuning the stator resistance in direct torque control of induction machines (1998) IEEE Trans. on PE, 13. 95. Bose, B., Patel, N. Quasi-fuzzy estimation of stator resistance of induction motor (1998) IEEE Trans. on Power Electronics, 13. May 96. Saetieo, S., Tprrey, D. Fuzzy logic control of space-vector PWM current regulator for three-phase power converters (1998) IEEE Trans. on PE, 13, pp. 419-426. 97. Tomescu, B., Van Landingham, H. Improved large-signal performance of parallel DC-DC converters current sharing using fuzzy logic control IEEE Trans. on PE, '99, 98. Dixon, W., Contardo, J., Moran, L. A fuzzy-controlled active front-end rectifier with current harmonic filtering characteristics and minimum sensing variables (1999) IEEE Trans. on PE, pp. 724-729.
  • 12. 99. Nazarko, J., Zalewski, W. The fuzzy regression approach to peak load estimation in power distribution system (1999) IEEE Trans. on PS, pp. 809-814. 100.Cheok, A., Ertugrul, N. High robustness and reliability of fuzzy logic based position estimation for sensorless switched reluctance motor drives (2000) IEEE Trans. on PS, 15. 101.Cupertino, F., Lattanzi, A., Salvatore, L. A new fuzzy logic-based controller design for DC and AC impressed-voltage drives (2000) IEEE Trans. on PS, 15. 102.Ertugrul, E., Cheok, A. Indirect angle estimation in switched reluctance motor derives using fuzzy based motor model (2000) IEEE Trans. on PS, 15. 103.Jang, J. A dead zone compensator of a DC motor system using fuzzy logic control (2001) IEEE Trans. on SMC, 104.Hsieh, G., Chen, L., Huang, K. Fuzzy-controlled Li-ion battery charge system with active state-of-charge controller (2001) IEEE Trans on IE, 48. 105.Bose, B. Experts systems, fuzzy logic, and neural network applications in power electronics and motion control (1994) Proc. IEEE, 82. 106.He, S., Tan, S. Control of dynamical processes using an on-line rule-adaptive fuzzy control systems (1993) Fuzzy Sets and Systems, 107.Malki, H., Li, H., Chen, G. New design and stability analysis of fuzzy proportional-derivative control systems (1994) IEEE Trans. on FS, pp. 245-254. 108.Steyn, W.
  • 13. Fuzzy control for a non-linear MIMO plant sublect to control constraints IEEE Trans. on SMC, '94, 109.Su, C., Stepanenko, Y. Adaptive control of a class of nonlinear systems with fuzzy logic (1994) IEEE Trans. on FS, pp. 285-294. 110.Yager, R. On a hierarchical structure for fuzzy modeling and control (1993) IEEE Trans. on SMC, pp. 1189-1197. 111.Yu, W., Bien, Z. Design of fuzzy logic controller with inconsistent rule base (1994) J. of Intelligent and Fuzzy Systems, pp. 147-159. 112.Kim, E., Park, M. A new approach to fuzzy modeling (1997) IEEE Trans. on FS, pp. 328-337. 113.Sugeno, M., Yasukawa, T. A fuzzy-logic-based approach to qualitative modeling (1993) IEEE Trans. on FS, pp. 7-31. 114.Hathaway, R., Bezdek, J. Switching regression model and fuzzy clustering (1993) IEEE Trans. on FS, pp. 195-204. Aug. 115.Kim, S., Cho, Y., Park, M. A multirule-base controller using the robust property of a fuzzy controller and its design method (1996) IEEE Trans. on FS, 116.Kim, J., Zeigler, B. Designing fuzzy logic controllers using a multiresolutional search paradigm (1996) IEEE Trans. on FS, 117.Li, W. Design of a hybrid fuzzy logic proportional plus conventional integral-derivative controller (1998) IEEE Trans. on FS,
  • 14. 118.Zhong, H., Shaohua, T., Zhuang, W. Fuzzy self-tuning of PID controllers (1993) Fuzzy Sets and Systems, pp. 36-46. 119.He, S., Tan, S. PID self-tuning control using a fuzzy adaptive mechanism (1993) IEEE Trans. on FS, pp. 708-713. May 120.Li, W. Optimization of a fuzzy logic controller using neural network (1994) IEEE Trans. on FS, pp. 223-227. 121.Li, W. A method for design of a hybrid neuro-fuzzy control system based on behavior modeling (1997) IEEE Trans. on FS, 122.Joo, Y., Shieh, L., Chen, G. Hybrid state-space fuzzy model-based controller with dual-rate sampling for digital control of chaotic systems IEEE Trans. on FS, '99, 123.Galichet, S., Foulloy, L. Fuzzy controllers: Synthesis and equivalencies (1995) IEEE Trans. on FS, pp. 140-148. 124.Moon, S. Equivalence between fuzzy logic controllers and PI controllers for single input systems (1995) FSS, 125.Ma, X., Sun, Z., He, Y. Analysis and design of fuzzy controller and fuzzy observer (1998) IEEE Trans. on FS, pp. 41-51. 126.Zaho, J., Wertz, V., Gorez, R. Dynamic fuzzy state-feedback controller and its limitations 13th IFAC World Congress, 1996, 127.Cao, S., Rees, N., Feng, G. Analysis and design of fuzzy control systems using dynamic fuzzy-state space models (1999) IEEE Trans. on FS, pp. 192-200. 128.Singer, D., Chen, P.
  • 15. Fuzzy chemicals kinetics: An algorithmic approach (1993) Int. J. of Sys. Sci., pp. 1363-1376. 129.Vuorimaa, P., Jukarainen, T., Karpanoja, E. A neuro-fuzzy system for chemical agent detection (1995) IEEE Trans. on FS, 130.Song, J., Park, S. A fuzzy dynamic learning for chemical process control (1993) Fuzzy Sets and Systems, pp. 121-133. 131.Jukarainen, T., Karpanoja, E., Vuorimaa, P. Gas recognition using fuzzy self-organizing map (1994) 4th Dortmund Fuzzy Days, Germany 132.Aoyama, A., Doyle, F., Venkatasubramanian, V. Fuzzy neural network techniques and their applications to nonlinear chemical process control systems (1999) Fuzzy Theory Syst., Academic press 133.Mitra, S. Fuzzy MLP based expert system for medical diagnosis (1994) Fuzzy Sets and Systems, 134.Watanabe, S., Yakownko, W. Application of a fuzzy discrimination analysis for diagnosis of valvular heart disease (1994) IEEE Trans. on FS, pp. 267-276. 135.Shieh, J., Linkens, D., Peacock, J. Hierarchical rule-based and self-organizing fuzzy logic control for depth of anaesthesia (1999) IEEE Trans. on SMC, 136.Linkens, D., Hasnain, S. Self-organization fuzzy logic control and application to muscle relaxant anaesthesia Proc. Inst. Elect. Eng., 1991, 137.Linkens, D., Shieh, J., Peacock, J. Hierarchical fuzzy modeling for monitoring depth of anaesthesia (1996) Fuzzy Sets Syst., 79.
  • 16. 138.Verma, B., Zakos, J. A computer-aided diagnosis system for digital mammograms based on fuzzy-neural and feature extraction techniques (2001) IEEE Inf. Tech. In Biomedical, 139.Meier, R., Nienwland, J. Fuzzy logic control of blood pressure during anaesthesia (1992) IEEE CSM, 12. 140.Schanblin, J., Derighetti, M. Fuzzy logic control of mechanical ventilation during anaesthesia (1996) Br. J. Anaesth., 77. 141.Mikut, R., Jakel, J. Data-based design of fuzzy systems for medical diagnosis problems (2000) Automatisierungstechnik, Germany, July 142.O'Brien, A., Winters, J. A fuzzy muscle force estimator for use within an intelligent expert system (1999) IEEE Eng. in Medicine and Biology, 143.Moller, D. Fuzzy logic in discrete modeling and simulation in medical applications (1998) Summer Computer Simulation Conference, Reno, NV, USA, pp. 125-130. July 144.Ling, J., Guerra, J. Continuos cardiac output determining from blood pressure waveforms using a fuzzy logic model (1999) IEEE Eng. in Medicine and Biology, 145.Tsai, D., Watanabe, S. Application of a genetic-algorithm-based fuzzy reasoning for classification of myocardial heart disease (1999) CARS'99 Computer Assisted Radiology and Surgery, 146.De, S., Biswas, R., Roy, A. An application of intuitionistic fuzzy sets in medical diagnosis
  • 17. (2000) Fuzzy Sets and Systems, Jan. 147.Altrock, C., Krause, B., Zimmermann, H. Advanced fuzzy logic control of a model car in extreme situations (1992) Fuzzy Sets and Systems, 148.Kikuchi, S., Parameswaran, J. Use of fuzzy control for designing transportation schedules Proc. NAFIPS Meeting, Allentown, PA, 1993, 149.Kikuchi, S., Chakroborty, P. Car-following model based on fuzzy inference system (1993), Trans. Res. Record, No. 1365 150.Lea, R., Jani, Y. Design and performance of a fuzzy logic based vehicle controller for autonomous collision avoidance Conf. on FNS, Nov. 1991, 151.Tanaka, K., Kosaki, T. Design of a stable fuzzy controller for an articulated vehicle (1997) IEEE Trans. on SMC, 152.Tanaka, K., Sano, M. Trajectory stabilization of a model car via fuzzy control (1995) Fuzzy Sets and Systems, 70. 153.Pang, G., Takahashi, K. Adaptive route selection for dynamic route guidance system based on fuzzy-neural approaches (1999) IEEE Trans. on Vehicular Tech., 48. 154.Pin, F., Watanabe, Y. Steps toward sensor-based vehicle navigation in outdoor environment using a fuzzy behaviorist approach (1993) Int. J. Intell. Fuzzy Syst., 155.Jia, Zhang, X. Distributed intelligent railway traffic control based on fuzzy decisionmaking (1994) Fuzzy Sets and Systems, 156.Lea, R., Hoblit, J., Jani, Y.
  • 18. Performance comparison of a fuzzy logic based attitude controller with the shuttle on-orbit digital autopilot Proc. NAFIPS, May 1991, 157.Buijtenen, W., Scharm, G. Adaptive fuzzy control of satellite attitude by reinforcement learning (1998) IEEE Trans. on FS, May 158.Tseng, C., Teo, D. Ship-mounted satellite tracking antenna with fuzzy logic (1998) IEEE Trans. on AES, 159.Napolitano, M., Casanova, J. Neural and fuzzy reconstructions for the virtual flight data recorder (1999) IEEE Trans. on Aerospace and Electronic Systems, Jan 160.Chiang, C.-Y., Youssef, H. Neural fuzzy approach to F/A-18 aircraft failure isolation and reconfiguration design (1995) AIAA GNC, 161.Scharm, G., Ijff, J. Fuzzy logic control of aircraft: A straight forward MIMO design (1996) AIAA, J. Guidance, Control, and Dynamics, 162.Tseng, C., Chi, C. Aircraft antilock brake system with neural networks and fuzzy logic (1995) J. of Guidance, Control, and Dynamics, Oct. 163.Won, T., Song, D. A design for fuzzy control for high performance aircraft (1999) ISIE, 164.Lin, C., Chen, Y. Design of fuzzy logic guidance law against high-speed targets (2000) AIAA, J. Guidance, Control, and Dynamics,
  • 19. Feb. 165.Rahbar, N., Manhaj, M. Fuzzy-logic-based closed optimal law for homing missile guidance (2000) AIAA, J. Guidance, Control, and Dynamics, 166.Wu, S., Engelen, C. Fuzzy logic based flight control of the atmospheric re-entry crew return vehicle Int. Conf. on Spa. Guid., Nav., and Con. Sys, 2000, 167.Ortega, G., Mulder, J., Verbruggen, H. Fuzzy logic for spacecraft control: An european approach Int. Symposium on A.I., Rob. and Automation in Space, 1999, 168.Jing, Y., Yidong, Y., Yanming, F. Fuzzy logic based flight/thrust integrated control system (2000) J. of Nanjing University of Aeronautics & Astronautics, Feb. 169.Nho, K., Agrarwal, R. Automatic landing system design using fuzzy logic (2000) AIAA, J. Guidance, Control, and Dynamics, April 170.Fernandez-Montesinos, M., Vingerhoeds, R., Koppelaar, H. Mimicking a fuzzy flight controller using B-splines Conf. on A. I. in Real-Time Control, 1998, 171.Zilouchian, A., Juliano, M. Design of a fuzzy controller for a jet engine fuel design (2000) J. Control Eng. Practice, Aug. 172.Foo, S. A fuzzy logic approach to fire detection in aircraft dry bays and engine compartments (2000) IEEE Trans. on IE, 173.Kwan, C., Xu, H., Lewis, F. Robust spacecraft attitude control using adaptive fuzzy logic (2000) Int. J. of Sys. Sci.,
  • 20. Oct. 174.Krishna, M., Kreinovich, V., Osegueda, R. Fuzzy logic in nondestructive testing of aerospace structures (2000) 42nd MWSCS, 175.Kandel, A., Manor, D. ATM traffic management and congestion control using fuzzy logic (1999) IEEE Trans. on SMC, 176.Kandel, A., Manor, D. A comparative analysis of fuzzy versus conventional policing mechanisms for ATM networks (1996) IEEE/ACM Trans. Networking, June 177.Chen, S.P., Wang, K. Traffic modeling, prediction, and congestion control for high-speed networks: A fuzzy AR approach IEEE Trans. on FS, '00, 178.Cheng, R., Chang, C., Lin, L. A QoS-Provisioning neural fuzzy connection admission control for multimedia high-speed networks IEEE Trans. on Networking, '99, 179.Hu, Q., Petr, D. Self-tuning fuzzy traffic rate control for ATM networks (1996) IEEE ICC'96, 180.Edwards, G., Kandel, A., Sankar, R. Fuzzy handoff algorithms for wireless communication (2000) Fuzzy Sets and Systems, 181.Yaghmaee, M., Safavi, M., Menhaj, M. An efficient fuzzy based traffic policer for ATM networks (2000) IEICE Trans. on Comm., 182.Bosc, P., Damiani, E. Fuzzy service selection in active networks (2000) IEEE Trans. on FS, 183.Ramirez-Barajas, J., Dieck-Assad, G., Soto, R.
  • 21. A fuzzy logic based AGC algorithm for radio communication system (2000) IEEE Trans. on FS, 184.Chou, L., Fan, Y. Fuzzy handoff handling for wireless ATM networks IEEE Int. Symp. on Intell. SP and Comm. Sys., 1999, 185.Huang, Y., Wen, J. Adaptive fuzzy interference cancellation for CMDA communication channel IEEE Vehicular Tech. Conf., 2000, 186.Dimyati, K., Chin, Y. Policing mechanism and cell loss priority control on voice cells in ATM networks using fuzzy logic IEE Proc. Communications, Aug. 2000, 187.Liu, K., Lee, R., Chan, A. Building a fuzzy system for ranking telecommunication access network projects Int. Conf. on Knowledge-Based Intelligent Engineering Systems and Allied Technologies, 2000, 188.Shuhong, Z., Mianyun, C. Fuzzy random analysis of the reliability of network (2000) J. Huazhong University of Science and Technology, Oct. 189.Liang, Q., Karnik, N., Mendel, J. Connection admission control in ATM networks using survey-based type-2 fuzzy logic systems IEEE Int. Conf. on SMC, '00, 190.Jing, Z., Luo, A., Tomizuka, M. Stochastic, fuzzy, neural system for intelligent tracking of multiple maneuvering targets (1998) ICMMF(ISIF), 191.Egusa, Y., Akahori, H. An application of fuzzy set theory for an electronic video camera image stabilizer (1995) IEEE FS, Aug. 192.Egusa, Y., Akahori, H. An electronic video camera image stabilizer operated on fuzzy theory
  • 22. (1992) IEEE Trans. on FS, March 193.Catania, A.V., Russo, M. VLSI hardware architecture for complex fuzzy systems (1999) IEEE Trans. on FS, 194.Tsang, D., Bensaou, B., Lan, S. Fuzzy-based rate control for real-time MPEG video (1998) IEEE Trans. on FS, 195.Jou, J., Chen, P.-Y., Yang, S.-F. An adaptive fuzzy logic controller: Its VLSI architecture and applications (2000) IEEE Trans. on FS, 196.Ayyub Systems framework for fuzzy sets in civil engineering (1991) Fuzzy Sets and Syst., 197.Furuta Comprehensive analysis for structural damage based upon fuzzy set theory J. Intell. & FS, 1993, 198.Forrai, Hashimoto, S. Fuzzy logic based vibration suppression control of flexible structures (2000) IEEE Int. WAMC, NJ 199.Shen, Y., Homaifar, A., Chen, D. Vibration control of flexible structures using fuzzy logic and genetic algorithms Proc. the 2000 ACC, Chicago, 2000, 200.Kerjici Control of cement rotary kiln and linguistic fuzzy models (2000) Automatizace, 43. Aug. 201.Stylios, C., Groumpos, P. Application of fuzzy cognitive maps in a large manufacturing system 8th IFAC/IFORS/IMAC/IFIP Symposium, 1999,
  • 23. 202.Gunes, M. Fuzzy approaches to the production problems: The case of refinery industry 3rd Int. Conf. on Information Fusion, 2000, 203.Shi-Rong, L., Jin-Shou, Y. A fuzzy inference system based on optimal fuzzy cluster and its application in product quality (2000) J. Info. and Cont., June 204.Xinyu, S., Peigen, L. A multi-level fuzzy synthesis model for machine tools selection (2000) J. of Huazhong University of Science and Technology, China, Oct. 205.Patton, R., Chen, J., Benkhedda, H. A study on neuro-fuzzy systems for fault diagnosis (2000) Int. J. of Sys. Sci., Nov. 206.Meimei, G., Zhiming, W. Fuzzy reasoning petri net and its application to fault diagnosis (2000) Acta Automatica Sinica, China, Sept. 207.Bingul, Z., Cook, G., Strauss, A. Application of fuzzy logic to spatial thermal control in fusion welding (2000) IEEE Trans. on IA, 208.Moon, U., Lee, K. Temperature control of glass melting furnace with fuzzy logic and conventional PI control American Control Conference, Chicago, 2000, 209.Gorodetsky, A., Sergeyev, A. Optical fuzzy sensors (1999) Proc. SPIE, 3740. 210.Pisarkiewicz, T., Potempa, P. Fuzzy logic in the improvement of semiconductor gas sensor performance
  • 24. (1999) SPIE, 3730. 211.Yi, W., Rong, C. Reflection type surface roughness fiber-optic sensor and its fuzzy algorithm (2000) Acta Photonica Sinica, Science Press, July Authorsโ€™ affiliation GA; FM: Dept. of Electrical and Comp. Eng., Royal Military College of Canada, Kingston, Ont. K7K 7B4, Canada Correspondence address Gad A.; Dept. of Electrical and Comp. Eng., Royal Military College of Canada, Kingston, Ont. K7K 7B4, Canada; email: ahmed.gad@rmc.ca