Multi-objective Ant Lion Optimizer (MOALO)
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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引用
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. に取得済み.
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- Mathematics and Optimization > Global Optimization Toolbox > Particle Swarm >
- Mathematics and Optimization > Global Optimization Toolbox > Multiobjective Optimization >
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ヒントを得たファイル: Ant Lion Optimizer toolbox, Ant Lion Optimizer (ALO)
ヒントを与えたファイル: Solving the economic dispatch by Multi-Objective Ant Lion Optimizer (MALO).
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