Multisource Selective Transfer Framework in Multiobjective Optimization Problems

For complex system design [e.g., satellite layout optimization design (SLOD)] in practical engineering, when launching a new optimization instance with another parameter configuration from the intuition of designers, it is always executed from scratch which wastes much time to repeat the similar sea...

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Veröffentlicht in:	IEEE transactions on evolutionary computation Jg. 24; H. 3; S. 424 - 438
Hauptverfasser:	Zhang, Jun, Zhou, Weien, Chen, Xianqi, Yao, Wen, Cao, Lu
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 01.06.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Acceleration Benchmarks Centroids Complex systems Design Design optimization Estimation of distribution algorithm (EDA) Evolutionary algorithms Launching multiobjective optimization Multiple objective analysis multisource transfer Optimization Probabilistic models Satellites Search problems Search process Similarity Sociology Statistics Strategy Systems design Task analysis transfer optimization Wasserstein distance (WD)
ISSN:	1089-778X, 1941-0026
Online-Zugang:	Volltext
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