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The Grey Wolf Optimizer
Les mieux notés
Note : 4,7 sur 5(292 notes)
1 225 participants
Dernière mise à jour : 07/2024
Anglais

Ce que vous apprendrez

  • The inspiration, mathematical equations, and algorithm of the grey wolf optimizer
  • How to solve optimization problems
  • How to analyze the performance of the grey wolf optimizer
  • Understand the process of solving optimization problems

Contenu du cours

5 sections9 sessions3 h 12 min de durée totale
  • Introduction22:07

    This video provides an introduction to this course.

  • Deterministic vs. Stochastic Optimization Algorithms17:25
  • Examples, Pros, and Cons of Deterministic and Stochastic Optimization Algorithms14:42

Prérequis

  • A very basic programming background will help to understand the coding videos

Description

Search Algorithms and Optimization techniques are the engines of most Artificial Intelligence techniques and Data Science. The Grey Wolf Optimizer (GWO) is a leading AI search technique known for its efficiency and wide application.


Why Enroll in This Course?

  • Understand Optimization Algorithms: Dive deep into the internal structure of the GWO to solve problems more efficiently and even design new algorithms for various projects.

  • Enhance Your Data Science Skills: Mastering GWO gives you a competitive edge in data science, making you a sought-after expert in AI optimization.

  • Research Opportunities: For researchers, this course offers a thorough understanding of GWO, increasing your chances of publishing in high-impact journals.

Course Content

  • Fundamentals to Advanced Concepts: Start with intuitive examples to understand the fundamental mathematical models of GWO.

  • Hands-On Coding: Learn to implement GWO in Matlab with clear, step-by-step coding videos.

  • Practical Applications: Explore various real-world problems that can be solved using GWO with several practical examples.

Who Should Take This Course?

  • Beginners in AI and Optimization: No prior knowledge of AI or data science required, although basic programming knowledge (preferably in Matlab) is beneficial.

  • Researchers and Practitioners: Ideal for those looking to understand and apply GWO in their work to achieve better results.


About the Instructor

I am Seyedali Mirjalili, a leading researcher in Optimization and AI with over 500 publications and 110,000 citations globally. Named one of the most influential AI researchers in 2019, I bring over 15 years of experience to this course. Join my 20,000+ students and discover why my courses have received over 3,000 5-star reviews.


Risk-Free Learning

Enroll with confidence! This course comes with a 30-day money-back guarantee. Watch the preview videos to see if this course is right for you.


Enroll Now and start mastering the Grey Wolf Optimizer today!

À qui ce cours s'adresse-t-il ?

  • Beginners