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《Journal of Hydroelectric Engineering》 2013-01
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Double-tier interaction shuffled differential evolution algorithm and its application to optimal operation of cascade reservoirs

ZHENG Huitao1,MEI Yadong1,HU Ting1,HUANG Chunlei2,TANG Haihua2(1.State Key Laboratory of Water Resource and Hydropower Engineering Science,Wuhan University, Wuhan 430072;2 State Grid Electric Power Research Institute,Nanjing 210003)  
This paper develops an algorithm of double-tier interaction shuffled differential evolution(DISDE) for optimal operation of cascade reservoirs to avoid performance degradation and local trapping of a regular differential evolution algorithm.This new algorithm integrates the regular global search ability and the local search ability of shuffled frog leaping algorithm,and guarantees a diversity of particles on its upper layer quipped with the niche technology and a local searching ability on its lower layer quipped with independent population evolutionary and regular correspondence.In the overall functions,the lower layer provides high-quality solution of different structures to the layer upon it,and searching information updating is completed by information interaction between the double-tier structure.Comparison with the regular differential evolution algorithm and dynamic programming of successive approximation,shows the efficiency and superiority of the new algorithm in optimization of cascade reservoirs operation.
【Fund】: 国家自然科学基金重点课题(50839005)
【CateGory Index】: TV697.11
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