Multi-objective Ant Lion Optimizer (MOALO)

버전 1.0.0.0 (3.87 MB) 작성자: Seyedali Mirjalili
The multi-objective version of the recently proposed Ant Lion Optimizer
다운로드 수: 2.5K
업데이트 날짜: 2018/5/22

라이선스 보기

This submission includes the source codes of the multi-objective version of the recently proposed Ant Lion Optimizer (ALO) called Multi-Objective Ant Lion Optimizer (MOALO). A repository is first employed to store non-dominated Pareto optimal solutions obtained so far. Solutions are then chosen from this repository using a roulette wheel mechanism based on the coverage of solutions as antlions to guide ants towards promising regions of multi-objective search spaces.
The main paper is:
S. Mirjalili, P. Jangir, and S. Saremi, Multi-objective ant lion optimizer: a multi-objective optimization algorithm for solving engineering problems." Applied Intelligence, (2016): 1-17, DOI: http://dx.doi.org/10.1007/s10489-016-0825-8

The single-objective ALO source codes can be found here:
http://au.mathworks.com/matlabcentral/fileexchange/49920-ant-lion-optimizer--alo-

If you have no access to the paper, please drop me an email at ali.mirjalili@gmail.com and I will send you the paper.

All of the source codes and extra information as well as more optimization techniques can be found in my personal website at http://www.alimirjalili.com

I have a number of relevant courses in this area. You can enrol via the following links with 95% discount:

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A course on “Optimization Problems and Algorithms: how to understand, formulation, and solve optimization problems”:
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A course on “Introduction to Genetic Algorithms: Theory and Applications”
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인용 양식

Seyedali Mirjalili (2024). Multi-objective Ant Lion Optimizer (MOALO) (https://www.mathworks.com/matlabcentral/fileexchange/58460-multi-objective-ant-lion-optimizer-moalo), MATLAB Central File Exchange. 검색됨 .

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