An efficient double adaptive random spare reinforced whale optimization algorithm

•This paper proposes an enhanced whale optimizer (WOA) for global search.•Strategy of random replacement is created to enhance the convergence speed of WOA.•Strategy of double adaptive weight is introduced to improve the ability of global search of WOA.•The excellent performance is validated on benc...

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Veröffentlicht in:	Expert systems with applications 2020-09, Vol.154, p.113018, Article 113018
Hauptverfasser:	Chen, Huiling, Yang, Chenjun, Heidari, Ali Asghar, Zhao, Xuehua
Format:	Artikel
Sprache:	eng
Schlagworte:	Adaptive algorithms Convergence Design engineering Engineering design Global optimization Heuristic methods Nature-inspired computing Optimization Optimization algorithms Swarm-intelligence Whale optimization
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