Udemy – Combinatorial Problems and Ant Colony Optimization Algorithm 2018-11

Udemy – Combinatorial Problems and Ant Colony Optimization Algorithm 2018-11 Downloadly IRSpace

Apr 17, 2025 - 13:31 Updated: Apr 21, 2025 - 06:25

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Udemy – Combinatorial Problems and Ant Colony Optimization Algorithm 2018-11

Combinatorial Problems and Ant Colony Optimization Algorithm, 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. Ant Colony Optimization will be the main algorithm, which is a search method that can be easily applied to different applications including Machine Learning, Data Science, Neural Networks, and Deep Learning. The course is helpful to learn the following concepts: The main components of the, Formulating combinatorial optimization problems, Difficulty of combinatorial optimization problems, State space tree, Exact methods, Heuristics methods, Brute-force (exhaustive) algorithm to solve combinatorial problems, Branch and bound algorithm to solve combinatorial problems

What you’ll learn

Formulate combinatorial optimization problems
Solve combinatorial optimization problems
Develop and use Ant Colony Optimization
Solve Travelling Salesman Problem

Who this course is for

Anyone who wants to learn about combinatorial optimization and discrete mathematics
Anyone who wants to understand different combinatorial optimization algorithms
Anyone who wants to understand and implement Ant Colony Optimization
Anyone who wants to solve Travelling Salesman Problem