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Optimization problems and algorithms

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Overview

Understand, Formulate & Tackle Optimization Problems Using Heuristic Algorithms in Matlab What you'll learn: Identify, understand, formulate, and solve optimization problemsUnderstand the concepts of stochastic optimization algorithmsAnalyse and adapt modern optimization algorithmsUnderstand the process of optimizing and solving an optimization problem This introductory course dives into stochastic optimization problems and algorithms, fundamental sub-fields in Artificial Intelligence. You'll cover essential concepts, including metaheuristics and swarm intelligence, and learn to identify and implement key components of optimization problems.Why Enroll in This...

Syllabus

  • Introduction
  • Optimization problems
  • Optimization of problems with one objective
  • Particle Swarm Optimization (PSO)
  • Optimization of problems with constraints
  • Optimization of problems with discrete variables
  • Optimization of problems with multiple objectives
  • Optimization of problems with uncertainties
  • Bonus videos (FAQ)
  • Thank You


Optimization problems and algorithms
Go to Class

via Udemy

8 hours

Certificate Available

English

On-Demand

Beginner

Instructor

Seyedali Mirjalili

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