MA-QUATRE

版本 3.0.0 (225.5 KB) 作者: WANG XIAOPENG

A New Membrane Algorithm based on Quasi-Affine TRansformation Evolution for Optimization Problems

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更新时间 2023/8/28

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Keywords: Meta-heuristic algorithm, Membrane algorithm, Quasi-Affine TRansformation Evolution, Optimization problems.

This paper develops a new meta-heuristic algorithm, called Membrane Algorithm based on Quasi-Affine TRansformation Evolution (MA-QUATRE). The proposed algorithm combines the principles of QUATRE, the one-level membrane structure, and the rules of membrane systems. The different operations of QUATRE are for each inner elementary membrane and outer skin membrane, and the transformation/communication is like rules in membrane systems. For the effectiveness of MA-QUATRE, it is first evaluated on the CEC2022 benchmark and compared with five QUATRE-related algorithms. Further, the proposed algorithm is used to solve two engineering design problems (tension/compression spring and pressure vessel design) and compared with the original QUATRE and six state-of-the-art algorithms. Finally, experimental results show that the proposed MA-QUATRE is a competitive algorithm for optimization problems.

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WANG XIAOPENG (2024). MA-QUATRE (https://www.mathworks.com/matlabcentral/fileexchange/134372-ma-quatre), MATLAB Central File Exchange. 检索来源 2024/8/25.