SlideShare une entreprise Scribd logo
1  sur  17
Ant Colony Optimization An adaptative nature inspired algorithm explained, concretely implemented, and applied to routing protocols in wired and wireless networks.
Plan ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
The ants ,[object Object],[object Object],[object Object]
How can they manage such great tasks ? ,[object Object],[object Object],[object Object]
Double Bridge experiment Food
From biological ants to ant-agent ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
From biological ants to ant-agent ,[object Object],[object Object],[object Object],[object Object]
Java Implementation ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Demonstration 1 2-Bridge Experiment Interesting Convergence
Possible moves of Ants ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Demonstration 2 A difficult playground
Adaptation of the Ants-based algorithm to routing protocols Ants will start from A the nest and look for D the food. At every step, they will upgrade the routing tables and as soon as the first one reaches the food, the best path will be known, thus allowing communication from D to A. E D B A F C Nest Food
ACO Compared to RIP and OSPF ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Examples of effective implementations ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Results of the analysed reports ,[object Object],[object Object],[object Object],[object Object]
Questions ?
Thank you !

Contenu connexe

Tendances

Lecture 9 aco
Lecture 9 acoLecture 9 aco
Lecture 9 acomcradc
 
Ant colony optimization
Ant colony optimizationAnt colony optimization
Ant colony optimizationJoy Dutta
 
Swarm Intelligence: An Application of Ant Colony Optimization
Swarm Intelligence: An Application of Ant Colony OptimizationSwarm Intelligence: An Application of Ant Colony Optimization
Swarm Intelligence: An Application of Ant Colony OptimizationIJMER
 
Ant Colony Optimization
Ant Colony OptimizationAnt Colony Optimization
Ant Colony OptimizationPratik Poddar
 
Classification with ant colony optimization
Classification with ant colony optimizationClassification with ant colony optimization
Classification with ant colony optimizationkamalikanath89
 
Classification with ant colony optimization
Classification with ant colony optimizationClassification with ant colony optimization
Classification with ant colony optimizationkamalikanath89
 
Ant colony optimization based routing algorithm in various wireless sensor ne...
Ant colony optimization based routing algorithm in various wireless sensor ne...Ant colony optimization based routing algorithm in various wireless sensor ne...
Ant colony optimization based routing algorithm in various wireless sensor ne...Editor Jacotech
 
Ant Colony Optimization - ACO
Ant Colony Optimization - ACOAnt Colony Optimization - ACO
Ant Colony Optimization - ACOMohamed Talaat
 
Solving Quadratic Assignment Problems (QAP) using Ant Colony System
Solving Quadratic Assignment Problems (QAP) using Ant Colony SystemSolving Quadratic Assignment Problems (QAP) using Ant Colony System
Solving Quadratic Assignment Problems (QAP) using Ant Colony SystemAjay Bidyarthy
 
Ant Colony Optimization (ACO)
Ant Colony Optimization (ACO)Ant Colony Optimization (ACO)
Ant Colony Optimization (ACO)Mahmoud El-tayeb
 
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTION
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTIONANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTION
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTIONHimanshu Srivastava
 
Ant colony optimization
Ant colony optimizationAnt colony optimization
Ant colony optimizationITER
 
Ant Colony Optimization
Ant Colony OptimizationAnt Colony Optimization
Ant Colony OptimizationOmid Edriss
 
Ant colony optimization (aco)
Ant colony optimization (aco)Ant colony optimization (aco)
Ant colony optimization (aco)gidla vinay
 

Tendances (20)

Lecture 9 aco
Lecture 9 acoLecture 9 aco
Lecture 9 aco
 
Ant Colony Optimization
Ant Colony OptimizationAnt Colony Optimization
Ant Colony Optimization
 
Ant colony optimization
Ant colony optimizationAnt colony optimization
Ant colony optimization
 
Final project
Final projectFinal project
Final project
 
Swarm Intelligence: An Application of Ant Colony Optimization
Swarm Intelligence: An Application of Ant Colony OptimizationSwarm Intelligence: An Application of Ant Colony Optimization
Swarm Intelligence: An Application of Ant Colony Optimization
 
Ant Colony Optimization
Ant Colony OptimizationAnt Colony Optimization
Ant Colony Optimization
 
Classification with ant colony optimization
Classification with ant colony optimizationClassification with ant colony optimization
Classification with ant colony optimization
 
Classification with ant colony optimization
Classification with ant colony optimizationClassification with ant colony optimization
Classification with ant colony optimization
 
Ant colony optimization based routing algorithm in various wireless sensor ne...
Ant colony optimization based routing algorithm in various wireless sensor ne...Ant colony optimization based routing algorithm in various wireless sensor ne...
Ant colony optimization based routing algorithm in various wireless sensor ne...
 
Ant Colony Optimization - ACO
Ant Colony Optimization - ACOAnt Colony Optimization - ACO
Ant Colony Optimization - ACO
 
Ant colony optimization
Ant colony optimizationAnt colony optimization
Ant colony optimization
 
ant colony optimization
ant colony optimizationant colony optimization
ant colony optimization
 
Solving Quadratic Assignment Problems (QAP) using Ant Colony System
Solving Quadratic Assignment Problems (QAP) using Ant Colony SystemSolving Quadratic Assignment Problems (QAP) using Ant Colony System
Solving Quadratic Assignment Problems (QAP) using Ant Colony System
 
Ant Colony Optimization (ACO)
Ant Colony Optimization (ACO)Ant Colony Optimization (ACO)
Ant Colony Optimization (ACO)
 
Ant colony algorithm
Ant colony algorithmAnt colony algorithm
Ant colony algorithm
 
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTION
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTIONANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTION
ANT COLONY OPTIMIZATION FOR IMAGE EDGE DETECTION
 
Ant colony optimization
Ant colony optimizationAnt colony optimization
Ant colony optimization
 
Ant Colony Optimization
Ant Colony OptimizationAnt Colony Optimization
Ant Colony Optimization
 
Ant colony Optimization
Ant colony OptimizationAnt colony Optimization
Ant colony Optimization
 
Ant colony optimization (aco)
Ant colony optimization (aco)Ant colony optimization (aco)
Ant colony optimization (aco)
 

En vedette

hCHAC Lambda (NICSO 2010)
hCHAC Lambda (NICSO 2010)hCHAC Lambda (NICSO 2010)
hCHAC Lambda (NICSO 2010)Antonio Mora
 
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSP
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSPA Study of Parallel Approaches in MOACOs for solving the Bicriteria TSP
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSPAntonio Mora
 
Migration study on a Pareto-based island model for MOACOs
Migration study on a Pareto-based island model for MOACOsMigration study on a Pareto-based island model for MOACOs
Migration study on a Pareto-based island model for MOACOsAntonio Mora
 
The honey bee
The honey bee The honey bee
The honey bee zoyeah
 
Surah An-Naml-The miracle in the ant!!
Surah An-Naml-The miracle in the ant!!Surah An-Naml-The miracle in the ant!!
Surah An-Naml-The miracle in the ant!!zoyeah
 
nature inspired algorithms
nature inspired algorithmsnature inspired algorithms
nature inspired algorithmsGaurav Goel
 
Ant Colony Optimization: The Algorithm and Its Applications
Ant Colony Optimization: The Algorithm and Its ApplicationsAnt Colony Optimization: The Algorithm and Its Applications
Ant Colony Optimization: The Algorithm and Its Applicationsadil raja
 
Swarm Intelligence - An Introduction
Swarm Intelligence - An IntroductionSwarm Intelligence - An Introduction
Swarm Intelligence - An IntroductionRohit Bhat
 

En vedette (13)

hCHAC Lambda (NICSO 2010)
hCHAC Lambda (NICSO 2010)hCHAC Lambda (NICSO 2010)
hCHAC Lambda (NICSO 2010)
 
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSP
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSPA Study of Parallel Approaches in MOACOs for solving the Bicriteria TSP
A Study of Parallel Approaches in MOACOs for solving the Bicriteria TSP
 
Migration study on a Pareto-based island model for MOACOs
Migration study on a Pareto-based island model for MOACOsMigration study on a Pareto-based island model for MOACOs
Migration study on a Pareto-based island model for MOACOs
 
[Untitled] (1)
[Untitled] (1)[Untitled] (1)
[Untitled] (1)
 
A Swarm of Ads
A Swarm of AdsA Swarm of Ads
A Swarm of Ads
 
The honey bee
The honey bee The honey bee
The honey bee
 
Surah An-Naml-The miracle in the ant!!
Surah An-Naml-The miracle in the ant!!Surah An-Naml-The miracle in the ant!!
Surah An-Naml-The miracle in the ant!!
 
Algorithms in nature
Algorithms in natureAlgorithms in nature
Algorithms in nature
 
nature inspired algorithms
nature inspired algorithmsnature inspired algorithms
nature inspired algorithms
 
Ant Colony Optimization: The Algorithm and Its Applications
Ant Colony Optimization: The Algorithm and Its ApplicationsAnt Colony Optimization: The Algorithm and Its Applications
Ant Colony Optimization: The Algorithm and Its Applications
 
Constitutional design
Constitutional designConstitutional design
Constitutional design
 
Swarm Intelligence - An Introduction
Swarm Intelligence - An IntroductionSwarm Intelligence - An Introduction
Swarm Intelligence - An Introduction
 
Bee algorithm
Bee algorithmBee algorithm
Bee algorithm
 

Similaire à Ant Colony Algorithm

Ai presentation
Ai presentationAi presentation
Ai presentationvini89
 
cs621-lect7-SI-13aug07.ppt
cs621-lect7-SI-13aug07.pptcs621-lect7-SI-13aug07.ppt
cs621-lect7-SI-13aug07.pptDeveshKhandare
 
Cs621 lect7-si-13aug07
Cs621 lect7-si-13aug07Cs621 lect7-si-13aug07
Cs621 lect7-si-13aug07Borseshweta
 
antcolonyoptimization-130619020831-phpapp01.pdf
antcolonyoptimization-130619020831-phpapp01.pdfantcolonyoptimization-130619020831-phpapp01.pdf
antcolonyoptimization-130619020831-phpapp01.pdfnrusinhapadhi
 
Bio-inspired computing Algorithms.pptx
Bio-inspired computing Algorithms.pptxBio-inspired computing Algorithms.pptx
Bio-inspired computing Algorithms.pptxpawansher2002
 
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET USING SWARM TECHNOLOGY
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET  USING SWARM TECHNOLOGYANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET  USING SWARM TECHNOLOGY
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET USING SWARM TECHNOLOGYSrinivas Vasamsetti
 
Meta Heuristics Optimization and Nature Inspired.ppt
Meta Heuristics Optimization and Nature Inspired.pptMeta Heuristics Optimization and Nature Inspired.ppt
Meta Heuristics Optimization and Nature Inspired.pptSubramanianManivel1
 
Ant_Colony_Optimization
Ant_Colony_OptimizationAnt_Colony_Optimization
Ant_Colony_OptimizationNeha Reddy
 
ANT ALGORITME.pptx
ANT ALGORITME.pptxANT ALGORITME.pptx
ANT ALGORITME.pptxRiki378702
 
Comparison of different Ant based techniques for identification of shortest p...
Comparison of different Ant based techniques for identification of shortest p...Comparison of different Ant based techniques for identification of shortest p...
Comparison of different Ant based techniques for identification of shortest p...IOSR Journals
 
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...Performance Evaluation of Different Network Topologies Based On Ant Colony Op...
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...ijwmn
 
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...Lisa Riley
 
Synergy between manet and biological swarm systems
Synergy between  manet and biological swarm systemsSynergy between  manet and biological swarm systems
Synergy between manet and biological swarm systemsArunabh Mishra
 
Secured Rural Communication Development Using Mobile Ad-hoc Network
Secured Rural Communication Development Using Mobile Ad-hoc NetworkSecured Rural Communication Development Using Mobile Ad-hoc Network
Secured Rural Communication Development Using Mobile Ad-hoc Networkijsrd.com
 
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORK
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORKPERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORK
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORKKhushbooGupta145
 

Similaire à Ant Colony Algorithm (20)

ANT-presentation.ppt
ANT-presentation.pptANT-presentation.ppt
ANT-presentation.ppt
 
Ai presentation
Ai presentationAi presentation
Ai presentation
 
cs621-lect7-SI-13aug07.ppt
cs621-lect7-SI-13aug07.pptcs621-lect7-SI-13aug07.ppt
cs621-lect7-SI-13aug07.ppt
 
Cs621 lect7-si-13aug07
Cs621 lect7-si-13aug07Cs621 lect7-si-13aug07
Cs621 lect7-si-13aug07
 
antcolonyoptimization-130619020831-phpapp01.pdf
antcolonyoptimization-130619020831-phpapp01.pdfantcolonyoptimization-130619020831-phpapp01.pdf
antcolonyoptimization-130619020831-phpapp01.pdf
 
Bio-inspired computing Algorithms.pptx
Bio-inspired computing Algorithms.pptxBio-inspired computing Algorithms.pptx
Bio-inspired computing Algorithms.pptx
 
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET USING SWARM TECHNOLOGY
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET  USING SWARM TECHNOLOGYANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET  USING SWARM TECHNOLOGY
ANTHOCNET HYBRID ROUTING ALGORITHM FOR MANET USING SWARM TECHNOLOGY
 
231semMish (1).ppt
231semMish (1).ppt231semMish (1).ppt
231semMish (1).ppt
 
Meta Heuristics Optimization and Nature Inspired.ppt
Meta Heuristics Optimization and Nature Inspired.pptMeta Heuristics Optimization and Nature Inspired.ppt
Meta Heuristics Optimization and Nature Inspired.ppt
 
231semMish.ppt
231semMish.ppt231semMish.ppt
231semMish.ppt
 
Ant_Colony_Optimization
Ant_Colony_OptimizationAnt_Colony_Optimization
Ant_Colony_Optimization
 
ANT ALGORITME.pptx
ANT ALGORITME.pptxANT ALGORITME.pptx
ANT ALGORITME.pptx
 
Jp2516981701
Jp2516981701Jp2516981701
Jp2516981701
 
Jp2516981701
Jp2516981701Jp2516981701
Jp2516981701
 
Comparison of different Ant based techniques for identification of shortest p...
Comparison of different Ant based techniques for identification of shortest p...Comparison of different Ant based techniques for identification of shortest p...
Comparison of different Ant based techniques for identification of shortest p...
 
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...Performance Evaluation of Different Network Topologies Based On Ant Colony Op...
Performance Evaluation of Different Network Topologies Based On Ant Colony Op...
 
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...
An Improved Ant Colony System Algorithm for Solving Shortest Path Network Pro...
 
Synergy between manet and biological swarm systems
Synergy between  manet and biological swarm systemsSynergy between  manet and biological swarm systems
Synergy between manet and biological swarm systems
 
Secured Rural Communication Development Using Mobile Ad-hoc Network
Secured Rural Communication Development Using Mobile Ad-hoc NetworkSecured Rural Communication Development Using Mobile Ad-hoc Network
Secured Rural Communication Development Using Mobile Ad-hoc Network
 
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORK
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORKPERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORK
PERFORMANCE ANALYSIS OF ANTHOCNET ROUTING PROTOCOL FOR HYBRID AD HOC NETWORK
 

Dernier

Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 3652toLead Limited
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure servicePooja Nehwal
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsMemoori
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machinePadma Pradeep
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking MenDelhi Call girls
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...shyamraj55
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxOnBoard
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...HostedbyConfluent
 

Dernier (20)

Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
Tech-Forward - Achieving Business Readiness For Copilot in Microsoft 365
 
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure serviceWhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
WhatsApp 9892124323 ✓Call Girls In Kalyan ( Mumbai ) secure service
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
AI as an Interface for Commercial Buildings
AI as an Interface for Commercial BuildingsAI as an Interface for Commercial Buildings
AI as an Interface for Commercial Buildings
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
Install Stable Diffusion in windows machine
Install Stable Diffusion in windows machineInstall Stable Diffusion in windows machine
Install Stable Diffusion in windows machine
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
08448380779 Call Girls In Diplomatic Enclave Women Seeking Men
 
How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
Automating Business Process via MuleSoft Composer | Bangalore MuleSoft Meetup...
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
Maximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptxMaximizing Board Effectiveness 2024 Webinar.pptx
Maximizing Board Effectiveness 2024 Webinar.pptx
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
Transforming Data Streams with Kafka Connect: An Introduction to Single Messa...
 

Ant Colony Algorithm

  • 1. Ant Colony Optimization An adaptative nature inspired algorithm explained, concretely implemented, and applied to routing protocols in wired and wireless networks.
  • 2.
  • 3.
  • 4.
  • 6.
  • 7.
  • 8.
  • 9. Demonstration 1 2-Bridge Experiment Interesting Convergence
  • 10.
  • 11. Demonstration 2 A difficult playground
  • 12. Adaptation of the Ants-based algorithm to routing protocols Ants will start from A the nest and look for D the food. At every step, they will upgrade the routing tables and as soon as the first one reaches the food, the best path will be known, thus allowing communication from D to A. E D B A F C Nest Food
  • 13.
  • 14.
  • 15.