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[ TutGator com ] Udemy - Combinatorial Problems and Ant Colony Optimization Algorithm
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01 - Introduction
001 Introduction.mp4
001 Introduction_en.vtt
02 - Combinatorial Optimization Problems
001 Combinatorial Optimization Problems.mp4
001 Combinatorial Optimization Problems_en.vtt
002 Difficulty of Combinatorial Optimization Problems.mp4
002 Difficulty of Combinatorial Optimization Problems_en.vtt
003 Sate Space of Combinatorial Optimization Problems.mp4
003 Sate Space of Combinatorial Optimization Problems_en.vtt
14326396-AntColonyOptimization-0010-CombinatorialOptimization.pdf
14326402-AntColonyOptimization-0011-DifficultyofCombinatorialOptimization.pdf
14326404-AntColonyOptimization-0012-StateSpace.pdf
03 - Combinatorial Optimization Algorithms
001 The Main Classes of Combinatorial Optimization Algorithms.mp4
001 The Main Classes of Combinatorial Optimization Algorithms_en.vtt
002 Brute-Force Search.mp4
002 Brute-Force Search_en.vtt
003 Branch and Bound Method.mp4
003 Branch and Bound Method_en.vtt
004 Nearest Neighbours Method.mp4
004 Nearest Neighbours Method_en.vtt
14326410-AntColonyOptimization-0020-CombinatorialAlgorithms.pdf
14326414-AntColonyOptimization-0025-BruteForce.pdf
14326416-AntColonyOptimization-0030-BranchAndBound.pdf
14326424-AntColonyOptimization-0040-NearestNeighbors.pdf
04 - Ant Colony Optimization
001 Inspirations of Ant Colony Optimization Algorithm.mp4
001 Inspirations of Ant Colony Optimization Algorithm_en.vtt
002 Mathematical Models of Ant Colony Optimization Algorithm.mp4
002 Mathematical Models of Ant Colony Optimization Algorithm_en.vtt
003 A framework for implementing ACO.mp4
003 A framework for implementing ACO_en.vtt
004 Preparing the problem.mp4
004 Preparing the problem_en.vtt
005 Drawing the graph.mp4
005 Drawing the graph_en.vtt
006 Initial Paramters, creating a colony, and roulette wheel.mp4
006 Initial Paramters, creating a colony, and roulette wheel_en.vtt
007 Finding the queen_.mp4
007 Finding the queen__en.vtt
008 Updating the pheromone matrix and apply evaporation.mp4
008 Updating the pheromone matrix and apply evaporation_en.vtt
009 Visualizing the best tour and phromone concentraiton.mp4
009 Visualizing the best tour and phromone concentraiton_en.vtt
010 Tuning the Parameters of Ant Colony Optimization Algorithm.mp4
010 Tuning the Parameters of Ant Colony Optimization Algorithm_en.vtt
14326432-AntColonyOptimization-0050-ACO.pdf
14326450-AntColonyOptimization-0051-ACO.pdf
ACO_Code
ACO.m
createColony.m
createGraph.m
drawBestTour.m
drawGraph.m
drawPhromone.m
fitnessFunction.m
rouletteWheel.m
updatePhromone.m
05 - Bonus Vidoes
001 Thank You.mp4
001 Thank You_en.vtt
Bonus Resources.txt
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