Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Eine Plattform für die Wissenschaft: Bauingenieurwesen, Architektur und Urbanistik
Decentralized Differential Evolutionary Algorithm for Large-Scale Networked Systems
Abstract The optimization of a complex system with multiple subsystems is a tough problem. In this paper, a Decentralized differential evolutionary algorithm (DDEA) is proposed. The simulations for both DDEA and centralized DE on three benchmark functions are carried out. The numerical results show that DDEA is efficient to solve decentralized optimization problems. On these problems, the proposed DDEA outperforms centralized DE in convergence.
Decentralized Differential Evolutionary Algorithm for Large-Scale Networked Systems
Abstract The optimization of a complex system with multiple subsystems is a tough problem. In this paper, a Decentralized differential evolutionary algorithm (DDEA) is proposed. The simulations for both DDEA and centralized DE on three benchmark functions are carried out. The numerical results show that DDEA is efficient to solve decentralized optimization problems. On these problems, the proposed DDEA outperforms centralized DE in convergence.
Decentralized Differential Evolutionary Algorithm for Large-Scale Networked Systems
Han, Guanghong (Autor:in) / Chen, Xi (Autor:in) / Zhao, Qianchuan (Autor:in)
01.01.2019
11 pages
Aufsatz/Kapitel (Buch)
Elektronische Ressource
Englisch
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