A twin-archive guided decomposition based multi/many-objective evolutionary algorithm

Sri Srinivasa Raju M,Rammohan Mallipeddi,Kedar Nath Das

Swarm and Evolutionary Computation（2022）

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摘要

1Developed a decomposition based evolutionary algorithm to solve both multi and many objective optimization problems.2Developed an archive guided weight vector adaptation and Nadir point estimation strategy.3Compared with ten state-of-the-art MOEAs on IGD metric.4Problems with regular and irregular PFs handled efficiently.

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关键词

Decomposition,Evolutionary algorithm,Weight vector adaptation,Nadir point,Archive guided,Many objective

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