A platform for research: civil engineering, architecture and urbanism
A platform for research: civil engineering, architecture and urbanism
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 (author) / Chen, Xi (author) / Zhao, Qianchuan (author)
2019-01-01
11 pages
Article/Chapter (Book)
Electronic Resource
English
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