Description
Optimization Problems and Algorithms is a course provided by Udemy that teaches how to identify, formulate, and solve difficulties in optimization problems using MATLAB or Hurricane Search Algorithm in MATLAB. The problem of optimization is to find the best solution among all practical solutions in mathematics and computer science. The discovery or heuristic search algorithm is a method used to solve problems that cannot be solved in a classical way.
During this course, you will learn about optimization and algorithms, which form the basis of many sub-branches of artificial intelligence, and learn its basic concepts, including metaheuristic algorithms and crowded intelligence. After completing and completing this course, you will be able to identify and implement the most important components of an optimization problem.
Courses taught in this course:
- Identify and resolve optimization issues
- Understand the concepts of metaheuristic algorithms
- Analysis and regulation of modern optimization algorithms
- crowded intelligence
Optimization problems and algorithms:
- English language
- Duration: 8 hours and 3 minutes
- Number of lessons: 36
- Level of education: Average
- Instructor: Prof. Seyedali Mirjalili
- File format: mp4
Course topics
36 lectures 08:03:35
Introduction
2 lessons 2:30 p.m.
Optimization issues
1 lesson 11:38
Optimizing problems with a single objective
2 lessons 23:09
Particle Swarm Optimization (PSO)
4 lectures 01:11:08
Optimization of problems with constraints
2 lessons 25:18
Optimization of problems with discrete variables
3 lessons 34:36
Optimization of multi-objective problems
2 lessons 16:02
Optimization of problems with uncertainties
3 lessons 49:54
Bonus videos (FAQ)
16 lectures 03:55:39
Thank you
1 conference 01:41
Course prerequisites
- You must have basic programming knowledge
- You should be familiar with Matlab’s built-in programming language
Pictures
sample movie
Installation guide
After ripping, watch with your favorite player.
english subtitle
Quality: 720p
Download link
Download Optimization problems and algorithms 2018-10
File password(s): ngaur.com
Cut
721 MB