Machine learning-enabled globally guaranteed evolutionary computation

Evolutionary computation, for example, particle swarm optimization, has impressive achievements in solving complex problems in science and industry; however, an important open problem in evolutionary computation is that there is no theoretical guarantee of reaching the global optimum and general rel...

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Veröffentlicht in:	Nature machine intelligence 2023-04, Vol.5 (4), p.457-467
Hauptverfasser:	Li, Bin, Wei, Ziping, Wu, Jingjing, Yu, Shuai, Zhang, Tian, Zhu, Chunli, Zheng, Dezhi, Guo, Weisi, Zhao, Chenglin, Zhang, Jun
Format:	Artikel
Sprache:	eng
Schlagworte:	639/624/399 639/705/1041 639/705/1042 Engineering Evolutionary computation Global optimization Inverse design Machine learning Neural networks Optimization Particle swarm optimization Power Power dispatch Probability Representations
Online-Zugang:	Volltext
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