Cultural Binary Particle Swarm Optimization Algorithm and Its Application in Fault Diagnosis |
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Authors: | HUANG Hai-yan GU Xing-sheng |
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Institution: | Research Institute of Automation, East China University of Science and Technology, Shanghai 200237, China |
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Abstract: | Binary particle swarm optimization algorithm(BPSOA) has the excellent characters such as easy to implement and few set parameters.But it is tendentious to stick in the local optimal solutions and has slow convergence rate when the problem is complex.Cultural algorithm(CA) can exploit knowledge extracted during the search to improve the performance of an evolutionary algorithm and show higher intelligence in treating complicated problems.So it is proposed that integrating binary particle swarm algorithm into... |
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Keywords: | cultural algorithm cultural binary particle swarm optimization algorithm fault feature selection fault diagnosis |
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