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Adaptive neighbourhood size adjustment in MOEA/D-DRA
International Journal of Bio-Inspired Computation (IJBIC)
Multi-objective optimisation algorithm based on decomposition (MOEA/D) is a well-known multi-objective optimisation algorithm, which was widely applied for solving multi-objective optimisation problems (MOPs). MOEA/D decomposes a multi-objective problem into a set of scalar single objective sub-problems using aggregation function and evolutionary operator. A further improved version of MOEA/D with dynamic resource allocation strategy (MOEA/D-DRA) has exhibited outstanding performance on CEC2009doi:10.1504/ijbic.2021.10035823 fatcat:6gg4lb2r5vc6jpcga6tlsikkxm