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Applying systems thinking &
aligning it to systems
engineering
                               Joseph Kasser
                                Tim Mackley

The writing of this paper was funded by a grant from The Leverhulme Trust to Cranfield University.
Contribution of paper

•  There is a need for systems thinking
   –  little being published on how to teach it
   –  it is not being taught or applied very well
   –  Need a way to teach and apply it
•  Use systems engineering to solve problem
•  STPs Provide
   –  anchor points for systems thinking
   –  “Interesting” perspectives

 Presented to the INCOSE 2008 Symposium page 2      2
Topics

•    Understanding a system
•    Systems thinking
•    Systems thinking perspectives (STP)
•    Observations from the STPs
•    Systems thinking and critical thinking
•    Summary
•    Conclusion
•    Questions and discussion
 Presented to the INCOSE 2008 Symposium page 3   3
Problem solving
•  What to do?
   –  Develop understanding of situation
   –  Define problem
        •  What to do ...
   –  Identify alternative solutions
        •  Ways how to ...
   –  Establish evaluation criteria
        •  To help determine “best” way
   –  Make decision
   –  You have solution!
•  How to do it?
 Presented to the INCOSE 2008 Symposium page 4   4
To understand a thing

•  Analysis (machine age)* •  Systems Thinking
   –  Take apart the thing to be (systems age)*
        understood;
                                                –  A thing to be understood is
     –  Try to understand how these                conceptualized as a part of
        parts worked;                              one or more larger wholes,
     –  Assemble an understanding of               not as a whole to be taken
        the parts into an                          apart;
        understanding of the whole.             –  An understanding of the larger
                                                   system is sought;
                                                –  The system to be understood
                                                   is explained in terms of its role
                                                   or function in the containing
                 * Ackoff, 1991
                                                   system.
Presented to the INCOSE 2008 Symposium page 5
Representation of a
            system




Presented to the INCOSE 2008 Symposium page 6
Understanding a
            system

                    External




                                                Internal




                               Blindspots
Presented to the INCOSE 2008 Symposium page 7
Perspectives &
             communications
•    Different perspectives
•    Cognitive filters
•    Pages
•    Wavelength                                  External




•  No anchor points

 Presented to the INCOSE 2008 Symposium page 8              8
Systems thinking
             perspectives (STP)
1.    Operational
2.    Functional
3.    Big picture
4.    Structural
5.    Generic
6.    Continuum
7.    Temporal
8.    Quantitative
9.    Scientific
Presented to the INCOSE 2008 Symposium page 9
Operational
             perspective (who)
•  How things really work – not how they
   theoretically should work
•  Use cases
•  Concepts of operations
•  Cause and effect – linear thinking
   –  Simplistic thinking
   –  Useful for interface analysis (closed system)
•  Cycles, periods – non linear thinking
•  Relationships

 Presented to the INCOSE 2008 Symposium page 10       10
Functional perspective
            (what)

  •    Ongoing interdependent processes
  •    Internal relationships
  •    Feedback loops
  •    “closed system view”
       –  Cause and effect
       –  Loops


Presented to the INCOSE 2008 Symposium page 11   11
Big picture perspective

•  Environment and context
•  Assumptions behind the design of the
   system
•  Inputs and outputs
•  Relationships between inputs
    –  As they affect the system
•  Filter (abstract) out non-pertinent details
•  “open system view”
Presented to the INCOSE 2008 Symposium page 12   12
Big picture - 1




                                         bbbb




Presented to the INCOSE 2008 Symposium page 13
Big picture - 2

                                                 SDLC
 SDLC
                                                 SDLC




                                                    SDLC


   SDLC
                     SDLC


Presented to the INCOSE 2008 Symposium page 14
Common Elements of a
          System
                                                        A component or
            “The environment”
                                                            element

                                                             A relationship



                                                                  Output


             Input                               (Flood and Jackson, 1991)
                               Boundary
Presented to the INCOSE 2008 Symposium page 15
The Real World (Big
            picture)




                                                                 Output


         Input
                                                 Other factors may have an
                                                 effect on the real world, due to
                                                 the arbitrary location of the
                                                 system boundary
Presented to the INCOSE 2008 Symposium page 16
Structural perspective

•    Structural decomposition
•    Hierarchies
•    Internal subsystem boundaries
•    Architectures
•    Physical and virtual components
•    Effects on the system due to its internal
     structure

 Presented to the INCOSE 2008 Symposium page 17   17
Generic perspective

•  How the system theoretically should work
•  Looking for similarities with other systems
   in other domains
   –  “out of the box” perspective
•  Historical perspective w.r.t. other systems
•  Lessons learned from other projects
•  Determination if those lessons are
   applicable to current project
 Presented to the INCOSE 2008 Symposium page 18   18
Continuum perspective

•  Selection of alternatives
•  Tradeoffs
•  Recognising that
   –  Things are not necessarily “either-or”
        •  there may be states in between
        •  one size does NOT fit all (optimally)
        •  things are situational
   –  Changing conditions may cause movement
      along the continuum
 Presented to the INCOSE 2008 Symposium page 19    19
Continuum STP – Not!

•  “I suppose it is tempting, if the
   only tool you have is a hammer,
   to treat everything as if it were a
   nail” (Maslow, 1966) pages 15
   and 16).
•  “SE is solution to all problems”
   –  SOS are in Area 3G
   –  Column G
        •  Operations Research?
 Presented to the INCOSE 2008 Symposium page 20   20
Continuum thinking

1.  Nails are the solution to one class of
    problems,
2.  Nails might be a solution to other classes
    of problems (although not necessarily
    optimal), and
3.  The rest of the classes of problems should
    be monitored while the systems engineer
    gets the correct tool to tackle that class of
    problem.
 Presented to the INCOSE 2008 Symposium page 21   21
Temporal perspectives
•  How the system behaves over time
   –  Patterns of behaviour
        •  cycles
        •  prevention
   –  Availability
        •  Maintenance, Logistics
   –  Obsolescence
   –  Reflection on past
   –  Lessons learned
•  Current paradigm is a step in the staircase of history
   –  open mind to new thoughts


 Presented to the INCOSE 2008 Symposium page 22             22
Quantitative perspective
•  Numbers must be useful not necessarily perfect
•  Numbers need not be absolute
   –  Relative comparisons
•  Quantification rather than measurement
•  Pareto principle
•  Helps to understand relationships
   –  OSTP and FSTP
•  Provides values for parameters in models and
   simulations
   –  OSTP and FSTP
Presented to the INCOSE 2008 Symposium page 23    23
Scientific perspective

•  Statement of the problem
•  Similar to ‘trial and error’ approach to
   problem solving
•  Hypothesis formulation and testing
•  Research questions




 Presented to the INCOSE 2008 Symposium page 24   24
Journalist’s
            perspective

•  Who?
•  What?
•  Where?
•  When?
•  Why?                                  Various perspectives
•  How?


Presented to the INCOSE 2008 Symposium page 25
STP traceability Matrix

                      1	
         2	
         3	
          4	
         5	
        6	
  
STP	
                Who?	
     What?	
     Where?	
     When?	
     Why?	
     How?	
  
Operational	
  
Functional	
  


Active Brainstorming
Big picture	
  
Structural	
  
Generic	
  
Continuum	
  
Temporal	
  
Quantitative	
  
Scientific	
  

                   There may not be an immediate answer to every question
Presented to the INCOSE 2008 Symposium page 26
Combinations

•  STPs provide Anchor Points
•  Combinations are also useful
   –  Structural + Temporal
        •  Landscapes and frameworks
        •  Gantt charts
             –  Waterfall perspective
   –  Generic + Temporal
        •  Lessons learned
        •  TRIZ

 Presented to the INCOSE 2008 Symposium page 27   27
Problem solving Operational/
         Temporal STP
                                         Delay
                        Feedback


       Cause                     Delay
                                                  Symptom
                                                   (effect)
                                      Delay
                                                  Manifestation of
                                                  problem
       Delay                Action?
                                                 Attempted
                                                  solution
Presented to the INCOSE 2008 Symposium page 28                       28
Similarity to Big picture
                                        Direct and indirect connections




                                         bbbb




Presented to the INCOSE 2008 Symposium page 29
Structural/Temporal STP
            provides the HKM (2D)
            Framework for understanding SE




Presented to the INCOSE 2008 Symposium page 30
Topics

•    Understanding a system
•    Systems thinking
•    Systems thinking perspectives (STP)
•    Observations from the STPs
•    Systems thinking and critical thinking
•    Summary
•    Conclusion
•    Questions and discussion
 Presented to the INCOSE 2008 Symposium page 31   31
Cook’s Views

                                        Layer 5 Socio-Economic Layer
System scale




                                              Layer 4 Supply Chain Layer


                                                  Layer 3 Business Layer

                                             Traditional Systems Engineering
                                                      Layer 2 System Layer

                                                          Layer 1 Product Layer
                             Life-cycle temporal focus
               Presented to the INCOSE 2008 Symposium page 32
Cook’s Views

                                        Layer 5 Socio-Economic Layer
System scale




                                              Layer 4 Supply Chain Layer

                                                   Information Systems
                                                  Layer 3 Business Layer

                                                         Layer 2 System Layer

                                                          Layer 1 Product Layer
                             Life-cycle temporal focus
               Presented to the INCOSE 2008 Symposium page 33
Cook’s Views

                                        Layer 5 Socio-Economic Layer
System scale




                                              Layer 4 Supply Chain Layer


                                                  Layer 3 Business Layer

                                                         Military Platforms
                                                         Layer 2 System Layer

                                                          Layer 1 Product Layer
                             Life-cycle temporal focus
               Presented to the INCOSE 2008 Symposium page 34
Cook’s Views

                                        Layer 5 Socio-Economic Layer
System scale




                                              Layer 4 Supply Chain Layer


                                                  Layer 3 Business Layer

                                                       Layer 2 System Layer
                                                     Contemporary T&E
                                                          Layer 1 Product Layer
                             Life-cycle temporal focus
               Presented to the INCOSE 2008 Symposium page 35
Cook’s Views

                                        Layer 5 Socio-Economic Layer
System scale




                                              Layer 4 Supply Chain Layer

                               Capability Layer 3 Business Layer
                                               Information Systems
                               Development
                                                   Military Platforms
                                         Traditional Systems Engineering
                                                  Layer 2 System Layer
                                                Contemporary T&E
                                                          Layer 1 Product Layer
                             Life-cycle temporal focus
               Presented to the INCOSE 2008 Symposium page 36
Standards in the
              HKMF?

499/632
1220

15288/CMMI




  Presented to the INCOSE 2008 Symposium page 37
Waterfall model

          Requirements


                            Design
  Anchor point

                                         Implement

    From problem to solution
                                                     Test
Problem          Activity            Answer

                                                                 Operate

 Presented to the INCOSE 2008 Symposium page 38             38
Soft Systems
            Methodology
     CATWOE	
                     Systems Thinking Perspective	
  
Client/customer	
                                Big picture	
  

Actor	
                                          Operational	
  
Transformation	
                     Functional and performance	
  

Weltanschauung	
                                 Big Picture	
  

Owner	
                                          Big Picture	
  
Environment	
                                    Big Picture	
  
Presented to the INCOSE 2008 Symposium page 39                        39
Systems Dynamics
•  System – a collection of components interacting
   for a purpose (Clark, 1998).
•  “System dynamics is the study of processes
   through the use of systems and how they can be
   modeled, explored and explained” (Clark, 1998).
•  A process consists of activities or functions.
•  Hence in systems thinking, systems dynamics is
   a tool with which to analyse the behaviour of a
   system over time (functional and operational
   STPs).
 Presented to the INCOSE 2008 Symposium page 40   40
Initial mapping:
            DODAF and STPs
                    All Operational                  Technical
                                    System View
                   View   View                         View
Operational         X       X            -              X
Functional          X       X            X              X
Big picture           X              -           -      X
Structural            X              -           X      X
Generic               -              -           -      -
Continuum             -              -           -      -
Temporal              -              -           -      -
Quantitative          -              -           -      x
Scientific            -              -           -      -
Presented to the INCOSE 2008 Symposium page 41
Systems thinking &
            critical thinking

                               Indicates need for
                                                            Critical
  Systems Thinking                                         Thinking
                                  Provides
                                 viewpoints
                                   (anchor
                                 points) for         Provides rules for
                                 knowledge               thinking &
                                                       communicating
                                                    knowledge received
                                                    from the viewpoints

Presented to the INCOSE 2008 Symposium page 42
You are applying systems &
            critical thinking when..

              •  When you reason about things
              •  Where other’s don’t, you see
                   –  patterns in “unrelated” things
                   –  ambiguity
                        •  you develop a “strange” sense of humour
                   –  solutions instead of problems
                        •  by changing the viewpoint of the problem
                        •  different or combination


Presented to the INCOSE 2008 Symposium page 43                  43
Summary

•    Understanding a system
•    Systems thinking
•    Systems thinking perspectives (STP)
•    Observations from the STPs
•    Systems thinking and an introduction to
     critical thinking



 Presented to the INCOSE 2008 Symposium page 44   44
Conclusion

•  "When people know a number of things,
   and one of them understands how the
   things are systematically categorized and
   related, that person has an advantage over
   the others who don't have the same
   understanding.“
•  Luzato, M.C., The Way of God, about
   1735.

 Presented to the INCOSE 2008 Symposium page 45   45
Postscript

•  Applying systems thinking is difficult
•  Changing your way of thinking is even
   more difficult
•  Stuck in a discussion
   –  Introduce another perspective
•  Use active brainstorming table
•  See the Battle of Britain example in the
   paper
 Presented to the INCOSE 2008 Symposium page 46   46
Questions, and
            comments?
                                            Course




                                           Systems
      Systems engineering                  thinking           Communications



            Examine        ORP,
                                           Systems       Team
HKMF         each          FRAT,                                     Presentations
                                           thinking     activities
            phase in      SPARKS
                                         perspectives
              the
             SDLC
                                            Active
                                        brainstorming



Presented to the INCOSE 2008 Symposium page 47                                 47

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  • 1. Applying systems thinking & aligning it to systems engineering Joseph Kasser Tim Mackley The writing of this paper was funded by a grant from The Leverhulme Trust to Cranfield University.
  • 2. Contribution of paper •  There is a need for systems thinking –  little being published on how to teach it –  it is not being taught or applied very well –  Need a way to teach and apply it •  Use systems engineering to solve problem •  STPs Provide –  anchor points for systems thinking –  “Interesting” perspectives Presented to the INCOSE 2008 Symposium page 2 2
  • 3. Topics •  Understanding a system •  Systems thinking •  Systems thinking perspectives (STP) •  Observations from the STPs •  Systems thinking and critical thinking •  Summary •  Conclusion •  Questions and discussion Presented to the INCOSE 2008 Symposium page 3 3
  • 4. Problem solving •  What to do? –  Develop understanding of situation –  Define problem •  What to do ... –  Identify alternative solutions •  Ways how to ... –  Establish evaluation criteria •  To help determine “best” way –  Make decision –  You have solution! •  How to do it? Presented to the INCOSE 2008 Symposium page 4 4
  • 5. To understand a thing •  Analysis (machine age)* •  Systems Thinking –  Take apart the thing to be (systems age)* understood; –  A thing to be understood is –  Try to understand how these conceptualized as a part of parts worked; one or more larger wholes, –  Assemble an understanding of not as a whole to be taken the parts into an apart; understanding of the whole. –  An understanding of the larger system is sought; –  The system to be understood is explained in terms of its role or function in the containing * Ackoff, 1991 system. Presented to the INCOSE 2008 Symposium page 5
  • 6. Representation of a system Presented to the INCOSE 2008 Symposium page 6
  • 7. Understanding a system External Internal Blindspots Presented to the INCOSE 2008 Symposium page 7
  • 8. Perspectives & communications •  Different perspectives •  Cognitive filters •  Pages •  Wavelength External •  No anchor points Presented to the INCOSE 2008 Symposium page 8 8
  • 9. Systems thinking perspectives (STP) 1.  Operational 2.  Functional 3.  Big picture 4.  Structural 5.  Generic 6.  Continuum 7.  Temporal 8.  Quantitative 9.  Scientific Presented to the INCOSE 2008 Symposium page 9
  • 10. Operational perspective (who) •  How things really work – not how they theoretically should work •  Use cases •  Concepts of operations •  Cause and effect – linear thinking –  Simplistic thinking –  Useful for interface analysis (closed system) •  Cycles, periods – non linear thinking •  Relationships Presented to the INCOSE 2008 Symposium page 10 10
  • 11. Functional perspective (what) •  Ongoing interdependent processes •  Internal relationships •  Feedback loops •  “closed system view” –  Cause and effect –  Loops Presented to the INCOSE 2008 Symposium page 11 11
  • 12. Big picture perspective •  Environment and context •  Assumptions behind the design of the system •  Inputs and outputs •  Relationships between inputs –  As they affect the system •  Filter (abstract) out non-pertinent details •  “open system view” Presented to the INCOSE 2008 Symposium page 12 12
  • 13. Big picture - 1 bbbb Presented to the INCOSE 2008 Symposium page 13
  • 14. Big picture - 2 SDLC SDLC SDLC SDLC SDLC SDLC Presented to the INCOSE 2008 Symposium page 14
  • 15. Common Elements of a System A component or “The environment” element A relationship Output Input (Flood and Jackson, 1991) Boundary Presented to the INCOSE 2008 Symposium page 15
  • 16. The Real World (Big picture) Output Input Other factors may have an effect on the real world, due to the arbitrary location of the system boundary Presented to the INCOSE 2008 Symposium page 16
  • 17. Structural perspective •  Structural decomposition •  Hierarchies •  Internal subsystem boundaries •  Architectures •  Physical and virtual components •  Effects on the system due to its internal structure Presented to the INCOSE 2008 Symposium page 17 17
  • 18. Generic perspective •  How the system theoretically should work •  Looking for similarities with other systems in other domains –  “out of the box” perspective •  Historical perspective w.r.t. other systems •  Lessons learned from other projects •  Determination if those lessons are applicable to current project Presented to the INCOSE 2008 Symposium page 18 18
  • 19. Continuum perspective •  Selection of alternatives •  Tradeoffs •  Recognising that –  Things are not necessarily “either-or” •  there may be states in between •  one size does NOT fit all (optimally) •  things are situational –  Changing conditions may cause movement along the continuum Presented to the INCOSE 2008 Symposium page 19 19
  • 20. Continuum STP – Not! •  “I suppose it is tempting, if the only tool you have is a hammer, to treat everything as if it were a nail” (Maslow, 1966) pages 15 and 16). •  “SE is solution to all problems” –  SOS are in Area 3G –  Column G •  Operations Research? Presented to the INCOSE 2008 Symposium page 20 20
  • 21. Continuum thinking 1.  Nails are the solution to one class of problems, 2.  Nails might be a solution to other classes of problems (although not necessarily optimal), and 3.  The rest of the classes of problems should be monitored while the systems engineer gets the correct tool to tackle that class of problem. Presented to the INCOSE 2008 Symposium page 21 21
  • 22. Temporal perspectives •  How the system behaves over time –  Patterns of behaviour •  cycles •  prevention –  Availability •  Maintenance, Logistics –  Obsolescence –  Reflection on past –  Lessons learned •  Current paradigm is a step in the staircase of history –  open mind to new thoughts Presented to the INCOSE 2008 Symposium page 22 22
  • 23. Quantitative perspective •  Numbers must be useful not necessarily perfect •  Numbers need not be absolute –  Relative comparisons •  Quantification rather than measurement •  Pareto principle •  Helps to understand relationships –  OSTP and FSTP •  Provides values for parameters in models and simulations –  OSTP and FSTP Presented to the INCOSE 2008 Symposium page 23 23
  • 24. Scientific perspective •  Statement of the problem •  Similar to ‘trial and error’ approach to problem solving •  Hypothesis formulation and testing •  Research questions Presented to the INCOSE 2008 Symposium page 24 24
  • 25. Journalist’s perspective •  Who? •  What? •  Where? •  When? •  Why? Various perspectives •  How? Presented to the INCOSE 2008 Symposium page 25
  • 26. STP traceability Matrix 1   2   3   4   5   6   STP   Who?   What?   Where?   When?   Why?   How?   Operational   Functional   Active Brainstorming Big picture   Structural   Generic   Continuum   Temporal   Quantitative   Scientific   There may not be an immediate answer to every question Presented to the INCOSE 2008 Symposium page 26
  • 27. Combinations •  STPs provide Anchor Points •  Combinations are also useful –  Structural + Temporal •  Landscapes and frameworks •  Gantt charts –  Waterfall perspective –  Generic + Temporal •  Lessons learned •  TRIZ Presented to the INCOSE 2008 Symposium page 27 27
  • 28. Problem solving Operational/ Temporal STP Delay Feedback Cause Delay Symptom (effect) Delay Manifestation of problem Delay Action? Attempted solution Presented to the INCOSE 2008 Symposium page 28 28
  • 29. Similarity to Big picture Direct and indirect connections bbbb Presented to the INCOSE 2008 Symposium page 29
  • 30. Structural/Temporal STP provides the HKM (2D) Framework for understanding SE Presented to the INCOSE 2008 Symposium page 30
  • 31. Topics •  Understanding a system •  Systems thinking •  Systems thinking perspectives (STP) •  Observations from the STPs •  Systems thinking and critical thinking •  Summary •  Conclusion •  Questions and discussion Presented to the INCOSE 2008 Symposium page 31 31
  • 32. Cook’s Views Layer 5 Socio-Economic Layer System scale Layer 4 Supply Chain Layer Layer 3 Business Layer Traditional Systems Engineering Layer 2 System Layer Layer 1 Product Layer Life-cycle temporal focus Presented to the INCOSE 2008 Symposium page 32
  • 33. Cook’s Views Layer 5 Socio-Economic Layer System scale Layer 4 Supply Chain Layer Information Systems Layer 3 Business Layer Layer 2 System Layer Layer 1 Product Layer Life-cycle temporal focus Presented to the INCOSE 2008 Symposium page 33
  • 34. Cook’s Views Layer 5 Socio-Economic Layer System scale Layer 4 Supply Chain Layer Layer 3 Business Layer Military Platforms Layer 2 System Layer Layer 1 Product Layer Life-cycle temporal focus Presented to the INCOSE 2008 Symposium page 34
  • 35. Cook’s Views Layer 5 Socio-Economic Layer System scale Layer 4 Supply Chain Layer Layer 3 Business Layer Layer 2 System Layer Contemporary T&E Layer 1 Product Layer Life-cycle temporal focus Presented to the INCOSE 2008 Symposium page 35
  • 36. Cook’s Views Layer 5 Socio-Economic Layer System scale Layer 4 Supply Chain Layer Capability Layer 3 Business Layer Information Systems Development Military Platforms Traditional Systems Engineering Layer 2 System Layer Contemporary T&E Layer 1 Product Layer Life-cycle temporal focus Presented to the INCOSE 2008 Symposium page 36
  • 37. Standards in the HKMF? 499/632 1220 15288/CMMI Presented to the INCOSE 2008 Symposium page 37
  • 38. Waterfall model Requirements Design Anchor point Implement From problem to solution Test Problem Activity Answer Operate Presented to the INCOSE 2008 Symposium page 38 38
  • 39. Soft Systems Methodology CATWOE   Systems Thinking Perspective   Client/customer   Big picture   Actor   Operational   Transformation   Functional and performance   Weltanschauung   Big Picture   Owner   Big Picture   Environment   Big Picture   Presented to the INCOSE 2008 Symposium page 39 39
  • 40. Systems Dynamics •  System – a collection of components interacting for a purpose (Clark, 1998). •  “System dynamics is the study of processes through the use of systems and how they can be modeled, explored and explained” (Clark, 1998). •  A process consists of activities or functions. •  Hence in systems thinking, systems dynamics is a tool with which to analyse the behaviour of a system over time (functional and operational STPs). Presented to the INCOSE 2008 Symposium page 40 40
  • 41. Initial mapping: DODAF and STPs All Operational Technical System View View View View Operational X X - X Functional X X X X Big picture X - - X Structural X - X X Generic - - - - Continuum - - - - Temporal - - - - Quantitative - - - x Scientific - - - - Presented to the INCOSE 2008 Symposium page 41
  • 42. Systems thinking & critical thinking Indicates need for Critical Systems Thinking Thinking Provides viewpoints (anchor points) for Provides rules for knowledge thinking & communicating knowledge received from the viewpoints Presented to the INCOSE 2008 Symposium page 42
  • 43. You are applying systems & critical thinking when.. •  When you reason about things •  Where other’s don’t, you see –  patterns in “unrelated” things –  ambiguity •  you develop a “strange” sense of humour –  solutions instead of problems •  by changing the viewpoint of the problem •  different or combination Presented to the INCOSE 2008 Symposium page 43 43
  • 44. Summary •  Understanding a system •  Systems thinking •  Systems thinking perspectives (STP) •  Observations from the STPs •  Systems thinking and an introduction to critical thinking Presented to the INCOSE 2008 Symposium page 44 44
  • 45. Conclusion •  "When people know a number of things, and one of them understands how the things are systematically categorized and related, that person has an advantage over the others who don't have the same understanding.“ •  Luzato, M.C., The Way of God, about 1735. Presented to the INCOSE 2008 Symposium page 45 45
  • 46. Postscript •  Applying systems thinking is difficult •  Changing your way of thinking is even more difficult •  Stuck in a discussion –  Introduce another perspective •  Use active brainstorming table •  See the Battle of Britain example in the paper Presented to the INCOSE 2008 Symposium page 46 46
  • 47. Questions, and comments? Course Systems Systems engineering thinking Communications Examine ORP, Systems Team HKMF each FRAT, Presentations thinking activities phase in SPARKS perspectives the SDLC Active brainstorming Presented to the INCOSE 2008 Symposium page 47 47