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[ TutGator.com ] Udemy - Combinatorial Problems And Ant Colony Optimization Algorithm
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Combinatorial Problems and Ant Colony Optimization Algorithm
https://TutGator.com
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz Language: English | Size: 2.12 GB | Duration: 4h 57m Let's learn Artificial Intelligence search methods: optimization, exact algorithms, heuristics, and metaheuristics What you'll learn Formulate combinatorial optimization problems Solve combinatorial optimization problems Develop and use Ant Colony Optimization Solve Travelling Salesman Problem
Requirements Basics coding skills in Matlab Description Search methods and heuristics are of the most fundamental Artificial Intelligence techniques. One of the most well-regarded of them is Ant Colony Optimization that allows humans to solve some of the most challenging problems in history. This course takes you through the details of this algorithm. The course is helpful to learn the following concepts:
Part 1:
1. The main components of the
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FILE LIST
Filename
Size
~Get Your Files Here !/01 - Introduction/001 Introduction.mp4
114.2 MB
~Get Your Files Here !/01 - Introduction/001 Introduction_en.vtt
6.4 KB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/001 Combinatorial Optimization Problems.mp4
378.8 MB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/001 Combinatorial Optimization Problems_en.vtt
21.6 KB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/002 Difficulty of Combinatorial Optimization Problems.mp4
106.6 MB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/002 Difficulty of Combinatorial Optimization Problems_en.vtt
23.7 KB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/003 Sate Space of Combinatorial Optimization Problems.mp4
33.4 MB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/003 Sate Space of Combinatorial Optimization Problems_en.vtt
14.8 KB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/14326396-AntColonyOptimization-0010-CombinatorialOptimization.pdf
1.7 MB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/14326402-AntColonyOptimization-0011-DifficultyofCombinatorialOptimization.pdf
1.3 MB
~Get Your Files Here !/02 - Combinatorial Optimization Problems/14326404-AntColonyOptimization-0012-StateSpace.pdf
708.4 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/001 The Main Classes of Combinatorial Optimization Algorithms.mp4
66.6 MB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/001 The Main Classes of Combinatorial Optimization Algorithms_en.vtt
21.3 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/002 Brute-Force Search.mp4
19.5 MB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/002 Brute-Force Search_en.vtt
7.1 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/003 Branch and Bound Method.mp4
25.2 MB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/003 Branch and Bound Method_en.vtt
9.7 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/004 Nearest Neighbours Method.mp4
27.6 MB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/004 Nearest Neighbours Method_en.vtt
8.1 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/14326410-AntColonyOptimization-0020-CombinatorialAlgorithms.pdf
1.7 MB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/14326414-AntColonyOptimization-0025-BruteForce.pdf
626.2 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/14326416-AntColonyOptimization-0030-BranchAndBound.pdf
552.7 KB
~Get Your Files Here !/03 - Combinatorial Optimization Algorithms/14326424-AntColonyOptimization-0040-NearestNeighbors.pdf
538.9 KB
~Get Your Files Here !/04 - Ant Colony Optimization/001 Inspirations of Ant Colony Optimization Algorithm.mp4
223.7 MB
~Get Your Files Here !/04 - Ant Colony Optimization/001 Inspirations of Ant Colony Optimization Algorithm_en.vtt
20.2 KB
~Get Your Files Here !/04 - Ant Colony Optimization/002 Mathematical Models of Ant Colony Optimization Algorithm.mp4
69.4 MB
~Get Your Files Here !/04 - Ant Colony Optimization/002 Mathematical Models of Ant Colony Optimization Algorithm_en.vtt
24.4 KB
~Get Your Files Here !/04 - Ant Colony Optimization/003 A framework for implementing ACO.mp4
43.1 MB
~Get Your Files Here !/04 - Ant Colony Optimization/003 A framework for implementing ACO_en.vtt
16.8 KB
~Get Your Files Here !/04 - Ant Colony Optimization/004 Preparing the problem.mp4
40.9 MB
~Get Your Files Here !/04 - Ant Colony Optimization/004 Preparing the problem_en.vtt
10.6 KB
~Get Your Files Here !/04 - Ant Colony Optimization/005 Drawing the graph.mp4
59.6 MB
~Get Your Files Here !/04 - Ant Colony Optimization/005 Drawing the graph_en.vtt
16 KB
~Get Your Files Here !/04 - Ant Colony Optimization/006 Initial Paramters, creating a colony, and roulette wheel.mp4
157.2 MB
~Get Your Files Here !/04 - Ant Colony Optimization/006 Initial Paramters, creating a colony, and roulette wheel_en.vtt
42.9 KB
~Get Your Files Here !/04 - Ant Colony Optimization/007 Finding the queen_.mp4
73.4 MB
~Get Your Files Here !/04 - Ant Colony Optimization/007 Finding the queen__en.vtt
14.4 KB
~Get Your Files Here !/04 - Ant Colony Optimization/008 Updating the pheromone matrix and apply evaporation.mp4
213.6 MB
~Get Your Files Here !/04 - Ant Colony Optimization/008 Updating the pheromone matrix and apply evaporation_en.vtt
20.1 KB
~Get Your Files Here !/04 - Ant Colony Optimization/009 Visualizing the best tour and phromone concentraiton.mp4
167.9 MB
~Get Your Files Here !/04 - Ant Colony Optimization/009 Visualizing the best tour and phromone concentraiton_en.vtt
32.4 KB
~Get Your Files Here !/04 - Ant Colony Optimization/010 Tuning the Parameters of Ant Colony Optimization Algorithm.mp4
336.4 MB
~Get Your Files Here !/04 - Ant Colony Optimization/010 Tuning the Parameters of Ant Colony Optimization Algorithm_en.vtt
17.2 KB
~Get Your Files Here !/04 - Ant Colony Optimization/14326432-AntColonyOptimization-0050-ACO.pdf
1.6 MB
~Get Your Files Here !/04 - Ant Colony Optimization/14326450-AntColonyOptimization-0051-ACO.pdf
1.2 MB
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/ACO.m
1.9 KB
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/createColony.m
883 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/createGraph.m
2.2 KB
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/drawBestTour.m
670 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/drawGraph.m
641 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/drawPhromone.m
811 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/fitnessFunction.m
255 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/rouletteWheel.m
207 B
~Get Your Files Here !/04 - Ant Colony Optimization/ACO_Code/updatePhromone.m
560 B
~Get Your Files Here !/05 - Bonus Vidoes/001 Thank You.mp4
4.8 MB
~Get Your Files Here !/05 - Bonus Vidoes/001 Thank You_en.vtt
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