Many-Objective Evolutionary Optimization Algorithm Based on Single Objective Population Distribution Characteristics

The objective based decomposition algorithm NSGA-III, which incorporates the Pareto dominance relation, shows great potential in solving many-objective optimization problems (MaOPs). However, NSGA-III is difficult in converging when the number of objectives increases. Therefore, an approach for many...

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Veröffentlicht in:	2023 5th International Conference on Data-driven Optimization of Complex Systems (DOCS) S. 1 - 8
Hauptverfasser:	Mao, Huiting, Shi, Xuhua, Zhang, Bin
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 22.09.2023
Schlagworte:	Approximation algorithms Complex systems Correlation Data mining Feature extraction knowledge transfer many-objective problems Numerical simulation population characteristics population distribution Sociology
Online-Zugang:	Volltext
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