Combinatorial Problems and Ant Colony Optimization Algorithm
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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