Multi-objective Ant Lion Optimizer (MOALO)

The multi-objective version of the recently proposed Ant Lion Optimizer
2,5K téléchargements
Mise à jour 22 mai 2018

Afficher la licence

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:

*******************************************************************************************************************************************
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
*******************************************************************************************************************************************

Citation pour cette source

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. Récupéré le .

Compatibilité avec les versions de MATLAB
Créé avec R2011b
Compatible avec toutes les versions
Plateformes compatibles
Windows macOS Linux

Community Treasure Hunt

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

Start Hunting!