Grey Wolf Optimizer (GWO)

버전 1.6 (1.85 MB) 작성자: Seyedali Mirjalili
GWO is a novel meta-heuristic algorithm for global optimization
다운로드 수: 19K
업데이트 날짜: 2018/5/22

라이선스 보기

The GWO algorithm mimics the leadership hierarchy and hunting mechanism of grey wolves in nature. Four types of grey wolves such as alpha, beta, delta, and omega are employed for simulating the leadership hierarchy. In addition, three main steps of hunting, searching for prey, encircling prey, and attacking prey, are implemented to perform optimization.
This is the source codes of the paper: S. Mirjalili, S. M. Mirjalili, A. Lewis, Grey Wolf Optimizer, Advances in Engineering Software, Volume 69, March 2014, Pages 46-61, ISSN 0965-9978, http://dx.doi.org/10.1016/j.advengsoft.2013.12.007.
More information can be found in: http://www.alimirjalili.com/GWO.html
You can find the Grey Wolf optimizer Toolbox here: http://www.mathworks.com/matlabcentral/fileexchange/47258-grey-wolf-optimizer-toolbox
Other relevant submissions: https://au.mathworks.com/matlabcentral/fileexchange/49772-grey-wolf-optimizer-for-training-multi-layer-perceptrons
I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

*******************************************************************************************************************************************
A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF

A course on “Introduction to Genetic Algorithms: Theory and Applications”
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
*******************************************************************************************************************************************

인용 양식

Seyedali Mirjalili (2024). Grey Wolf Optimizer (GWO) (https://www.mathworks.com/matlabcentral/fileexchange/44974-grey-wolf-optimizer-gwo), MATLAB Central File Exchange. 검색됨 .

MATLAB 릴리스 호환 정보
개발 환경: R2011b
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
버전 게시됨 릴리스 정보
1.6

Links added:
https://www.udemy.com/optimisation/?couponCode=MATHWORKSREF
https://www.udemy.com/geneticalgorithm/?couponCode=MATHWORKSREF
typo
A link has been added to the description

1.5.0.0

This submission is now available as a Toolbox file in R2014b.

1.4.0.0

Typo fixed

1.3.0.0

The paper has been included in the submission.

1.2.0.0

A link to the GWO toolbox was added.

1.1.0.0

An issue in boundary checking was resolved and the source filed have been updated.

1.0.0.0