عنوان فارسی مقاله: بهینه سازی کلونی مورچه (ACO)
عنوان انگلیسی مقاله:
فهرست مطالب
Ant Colony Optimization (ACO)
Real Ants
Basic Concept
ACO Definintion
Shortest Route
Ant foraging- Co-operative Search by Pheromone Trails
ACO-Algorithm
ACO
How to implement in a program
A simple Travel Salesman Problem example
Iteration 1
How to build next sub-solution?
Path and Pheromone Evaluation
Advantages/Disadvantages
Any Questions?
بخشی از مقاله
Basic Concept
Thus, when one ant finds a good (short) path from the colony to a food source, other ants are more likely to follow that path.
Such positive feedback eventually leaves all ants following a single path.
The idea of the ant colony algorithm is to mimic this behaviour with “simulated ants” walking around the search space representing the problem to be solved
ACO algorithm have been used to produce near-optimal solutions to the travelling salesman problem.
This is of interest in network routing and urban transportation systems.
کلمات کلیدی:
[PDF]Ant colony optimization: Introduction and recent trends - Donald Bren ...https://www.ics.uci.edu/~welling/teaching/271fall09/antcolonyopt.pdfby C Blum - 2005 - Cited by 758 - Related articlesApplications of ACO algorithms to discrete optimization problems . .... Ant colony optimization (ACO) [36] is one of the most recent techniques for approximate ...Ant Colony Algorithm -- from Wolfram MathWorldmathworld.wolfram.com/AntColonyAlgorithm.htmlThe ant colony algorithm is an algorithm for finding optimal paths that is ... bring food, shorter paths are more likely to be stronger, hence optimizing the "solution.Ant Colony Optimization - Techniques and Applications | InTechOpenhttps://www.intechopen.com/.../ant-colony-optimization-techniques-and-applicationsCited by 9 - Related articlesFeb 20, 2013 - Ant Colony Optimization (ACO) is the best example of how studies aimed at understanding and modeling the behavior of ants and other social ...[PDF]Ant Algorithms for Discrete Optimization - Idsiawww.idsia.ch/~luca/ij_23-alife99.pdfby M Dorigo - Cited by 3316 - Related articlesoptimization which took inspiration from the observation of ant colonies foraging behavior, and introduces the ant colony optimization (ACO) meta-heuristic.Ant colony optimization - Scholarpediawww.scholarpedia.org/article/Ant_colony_optimizationJump to Explaining ACO through an example - The easiest way to understand how ant colony optimization works is by means of an example. We consider ...Ant Colony Optimizationwww.aco-metaheuristic.org/ACO on Scholarpedia: a short introduction to Ant Colony Optimization. SI Cover Swarm Intelligence: a new journal dedicated to reporting on developments in the ...Ant Colony Optimization | The MIT Presshttps://mitpress.mit.edu/books/ant-colony-optimizationAnt Colony Optimization will be of interest to academic and industry researchers, graduate students, and practitioners who wish to learn how to implement ACO ...CACONET: Ant Colony Optimization (ACO) Based Clustering ... - PLOSjournals.plos.org/plosone/article?id=10.1371/journal.pone.0154080by F Aadil - 2016 - Related articlesMay 5, 2016 - Abbreviations: ACO, Ant Colony Optimization; CACONET, Clustering algorithm based on Ant Colony Optimization (ACO) for VANET; CH, ...Searches related to Ant Colony Optimization (ACO)ant colony optimization algorithm stepsant colony optimization exampleant colony optimization pdfant colony optimization tutorialant colony optimization pptant colony optimization algorithm codeant colony optimization matlabant colony optimization applications
