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A hybrid particle swarm optimization approach with neural network and set pair analysis for transmission network planning
Authors:LIU Ji-cheng  YAN Su-li  QI Jian-xun
Affiliation:School of Business Administration;North China Electric Power University;Beijing 102206;China
Abstract:Transmission network planning (TNP) is a large-scale, complex, with more non-linear discrete variables and the multi-objective constrained optimization problem. In the optimization process, the line investment, network reliability and the network loss are the main objective of transmission network planning. Combined with set pair analysis (SPA), particle swarm optimization (PSO), neural network (NN), a hybrid particle swarm optimization model was established with neural network and set pair analysis for tra...
Keywords:transmission network planning  set pair analysis  particle swarm optimization  neural network  
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