Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

Liu, Hai‐Lin; Gu, Fangqing; Zhang, Qingfu

doi:10.1109/tevc.2013.2281533

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Decomposition of a Multiobjective Optimization Problem Into a Number of Simple Multiobjective Subproblems

Published in IEEE Transactions on Evolutionary Computation • Sep 11, 2013

Authors:

Hai‐Lin Liu

Fangqing Gu

Qingfu Zhang

Abstract

This letter suggests an approach for decomposing a multiobjective optimization problem (MOP) into a set of simple multiobjective optimization subproblems. Using this approach, it proposes MOEA/D-M2M, a new version of multiobjective optimization evolutionary algorithm-based decomposition. This propos...

Subject

Mathematical optimization

Multi-objective optimization

Evolutionary algorithm

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