Improved Quantum Artificial Fish Algorithm Application to Distributed Network Considering Distributed GenerationReport as inadecuate




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Computational Intelligence and Neuroscience - Volume 2015 2015, Article ID 851863, 13 pages -

Research Article

Department of Mathematics, Science College, China Three Gorges University, Yichang 443002, China

Hubei Province Key Laboratory of System Science in Metallurgical Process, Wuhan University of Science and Technology, Wuhan 430081, China

Received 28 May 2015; Revised 2 August 2015; Accepted 10 August 2015

Academic Editor: José Alfredo Hernandez

Copyright © 2015 Tingsong Du et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

An improved quantum artificial fish swarm algorithm IQAFSA for solving distributed network programming considering distributed generation is proposed in this work. The IQAFSA based on quantum computing which has exponential acceleration for heuristic algorithm uses quantum bits to code artificial fish and quantum revolving gate, preying behavior, and following behavior and variation of quantum artificial fish to update the artificial fish for searching for optimal value. Then, we apply the proposed new algorithm, the quantum artificial fish swarm algorithm QAFSA, the basic artificial fish swarm algorithm BAFSA, and the global edition artificial fish swarm algorithm GAFSA to the simulation experiments for some typical test functions, respectively. The simulation results demonstrate that the proposed algorithm can escape from the local extremum effectively and has higher convergence speed and better accuracy. Finally, applying IQAFSA to distributed network problems and the simulation results for 33-bus radial distribution network system show that IQAFSA can get the minimum power loss after comparing with BAFSA, GAFSA, and QAFSA.





Author: Tingsong Du, Yang Hu, and Xianting Ke

Source: https://www.hindawi.com/



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