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  • Update : 2017-12-04
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In computer science and operations research, the ant colony optimization algorithm (ACO) is a probabilistic technique for solving computational problems which can be reduced to finding good paths through graphs. This algorithm is a member of the ant colony algorithms family, in swarm intelligence methods, and it constitutes some metaheuristic optimizations. Initially proposed by Marco Dorigo in 1992 in his PhD thesis, the first algorithm was aiming to search for an optimal path in a graph, based on the behavior of ants seeking a path between their colony and a source of food. The original idea has since diversified to solve a wider class of numerical problems, and as a result, several problems have emerged, drawing on various aspects of the behavior of ants. From a broader perspective, ACO performs a model-based search and share some similarities with Estimation of Distribution Algorithm.
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FilenameSizeUpdate
ACO-knapsack0
ACO-knapsack0\ACO.m 2669 2013-11-10
ACO-knapsack0\ACO_binary.m 2711 2013-11-10
ACO-knapsack0\ACO_Elitist.m 2607 2013-11-10
ACO-knapsack0\ACO_rank.m 2618 2013-11-10
ACO-knapsack0\calculated_distance.m 691 2013-11-10
ACO-knapsack0\data.mat 358 2013-07-12
ACO-knapsack0\data.xlsx 10999 2013-07-12
ACO-knapsack0\fitness.m 644 2013-11-10
ACO-knapsack0\MMAS.m 2665 2013-11-10
ACO-knapsack0\RouletteWheel.m 599 2013-11-10
ACO-SPP0
ACO-SPP0\ACO.m 2189 2013-07-12
ACO-SPP0\ACO_Elitist.m 2100 2013-07-12
ACO-SPP0\ACO_rank.m 2109 2013-07-12
ACO-SPP0\calculated_distance.m 186 2013-07-12
ACO-SPP0\data.xlsx 14238 2013-07-12
ACO-SPP0\fitness.m 105 2013-07-12
ACO-SPP0\MMAS.m 2160 2013-07-12
ACO-SPP0\RouletteWheel.m 94 2013-07-12
ACO-SPP0\~$data.xlsx 165 2013-07-12
ACO-TSP0
ACO-TSP0\ACO.m 2836 2013-11-10
ACO-TSP0\ACO_Elitist.m 2597 2013-11-10
ACO-TSP0\ACO_rank.m 2606 2013-11-10
ACO-TSP0\ACS.m 2660 2013-11-10
ACO-TSP0\calculated_distance.m 687 2013-11-10
ACO-TSP0\data.xlsx 10999 2013-07-12
ACO-TSP0\fitness.m 613 2013-11-10
ACO-TSP0\MMAS.m 2657 2013-11-10
ACO-TSP0\RouletteWheel.m 595 2013-11-10
ACO-TSP0\~$data.xlsx 165 2013-07-12
MatlabHome.ir0
MatlabHome.ir0\matlabhome-course.url 260 2014-10-25
MatlabHome.ir0\MatlabHome-Free Book File Thesis.url 247 2014-12-23
MatlabHome.ir0\matlabhome-free download videos.url 141 2014-10-25
MatlabHome.ir0\matlabhome-free matlab code.url 203 2014-10-25
MatlabHome.ir0\MatlabHome-Project.url 311 2015-02-27
MatlabHome.ir0\MATLABHOME.url 195 2015-04-08
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