[ TutGator.com ] Udemy - Combinatorial Problems and Ant Colony Optimization Algorithm

[ TutGator.com ] Udemy - Combinatorial Problems and Ant Colony Optimization Algorithm

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2.1 GB
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0
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1
Files
57
Category
Other
Added
12/07/21 at 4:42pm GMT+1
Infohash
99bfd66a1ab5e7363983e315d713d17f18858dce

Description
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

File list
  • [ TutGator.com ] Udemy - Combinatorial Problems and Ant Colony Optimization Algorithm
  • ~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 1.7 KB
  • ~Get Your Files Here !/Bonus Resources.txt 357 B

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