| 001 Combinatorial Optimization Problems.mp4 | 378.8 MB | ||
| 001 Combinatorial Optimization Problems_en.vtt | 21.6 KB | ||
| 001 Inspirations of Ant Colony Optimization Algorithm.mp4 | 223.7 MB | ||
| 001 Inspirations of Ant Colony Optimization Algorithm_en.vtt | 20.2 KB | ||
| 001 Introduction.mp4 | 114.2 MB | ||
| 001 Introduction_en.vtt | 6.4 KB | ||
| 001 Thank You.mp4 | 4.8 MB | ||
| 001 Thank You_en.vtt | 1.7 KB | ||
| 001 The Main Classes of Combinatorial Optimization Algorithms.mp4 | 66.6 MB | ||
| 001 The Main Classes of Combinatorial Optimization Algorithms_en.vtt | 21.3 KB | ||
| 002 Brute-Force Search.mp4 | 19.5 MB | ||
| 002 Brute-Force Search_en.vtt | 7.1 KB | ||
| 002 Difficulty of Combinatorial Optimization Problems.mp4 | 106.6 MB | ||
| 002 Difficulty of Combinatorial Optimization Problems_en.vtt | 23.7 KB | ||
| 002 Mathematical Models of Ant Colony Optimization Algorithm.mp4 | 69.4 MB | ||
| 002 Mathematical Models of Ant Colony Optimization Algorithm_en.vtt | 24.4 KB | ||
| 003 A framework for implementing ACO.mp4 | 43.1 MB | ||
| 003 A framework for implementing ACO_en.vtt | 16.8 KB | ||
| 003 Branch and Bound Method.mp4 | 25.2 MB | ||
| 003 Branch and Bound Method_en.vtt | 9.7 KB | ||
| 003 Sate Space of Combinatorial Optimization Problems.mp4 | 33.4 MB | ||
| 003 Sate Space of Combinatorial Optimization Problems_en.vtt | 14.8 KB | ||
| 004 Nearest Neighbours Method.mp4 | 27.6 MB | ||
| 004 Nearest Neighbours Method_en.vtt | 8.1 KB | ||
| 004 Preparing the problem.mp4 | 40.9 MB | ||
| 004 Preparing the problem_en.vtt | 10.6 KB | ||
| 005 Drawing the graph.mp4 | 59.6 MB | ||
| 005 Drawing the graph_en.vtt | 16 KB | ||
| 006 Initial Paramters, creating a colony, and roulette wheel.mp4 | 157.2 MB | ||
| 006 Initial Paramters, creating a colony, and roulette wheel_en.vtt | 42.9 KB | ||
| 007 Finding the queen_.mp4 | 73.4 MB | ||
| 007 Finding the queen__en.vtt | 14.4 KB | ||
| 008 Updating the pheromone matrix and apply evaporation.mp4 | 213.6 MB | ||
| 008 Updating the pheromone matrix and apply evaporation_en.vtt | 20.1 KB | ||
| 009 Visualizing the best tour and phromone concentraiton.mp4 | 167.9 MB | ||
| 009 Visualizing the best tour and phromone concentraiton_en.vtt | 32.4 KB | ||
| 010 Tuning the Parameters of Ant Colony Optimization Algorithm.mp4 | 336.4 MB | ||
| 010 Tuning the Parameters of Ant Colony Optimization Algorithm_en.vtt | 17.2 KB | ||
| 14326396-AntColonyOptimization-0010-CombinatorialOptimization.pdf | 1.7 MB | ||
| 14326402-AntColonyOptimization-0011-DifficultyofCombinatorialOptimization.pdf | 1.3 MB | ||
| 14326404-AntColonyOptimization-0012-StateSpace.pdf | 708.4 KB | ||
| 14326410-AntColonyOptimization-0020-CombinatorialAlgorithms.pdf | 1.7 MB | ||
| 14326414-AntColonyOptimization-0025-BruteForce.pdf | 626.2 KB | ||
| 14326416-AntColonyOptimization-0030-BranchAndBound.pdf | 552.7 KB | ||
| 14326424-AntColonyOptimization-0040-NearestNeighbors.pdf | 538.9 KB | ||
| 14326432-AntColonyOptimization-0050-ACO.pdf | 1.6 MB | ||
| 14326450-AntColonyOptimization-0051-ACO.pdf | 1.2 MB | ||
| ACO.m | 1.9 KB | ||
| Bonus Resources.txt | 307.2 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| createColony.m | 921.6 B | ||
| createGraph.m | 2.2 KB | ||
| drawBestTour.m | 716.8 B | ||
| drawGraph.m | 614.4 B | ||
| drawPhromone.m | 819.2 B | ||
| fitnessFunction.m | 204.8 B | ||
| rouletteWheel.m | 204.8 B | ||
| updatePhromone.m | 512 B | ||
| ▲ 58 total files | |||
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
| torrent name | size | uploader | age | seed | leech |
|---|---|---|---|---|---|
| 3.6 GB | freecoursewb | 4 years | 0 | 0 |
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