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Research On Network Optimization For Transmit Electricity Engineering Based On PSO Algorithm

Posted on:2007-09-21Degree:MasterType:Thesis
Country:ChinaCandidate:J W ZhangFull Text:PDF
GTID:2178360182971306Subject:Computer application technology
Abstract/Summary:PDF Full Text Request
This Paper analyses the problems in the network optimization for transmit electricityengineering and the directions and status of the current optimization methods. Additionally,particle swarm optimization (PSO)algorithm has been studied and analyzed thoroughly.According to the evolutionary formulas of the algorithm, this paper proposes fouroptimization models and analyses the convergence characteristic and the reasons of prematureconvergence of the algorithm. In allusion to the specialties of the network optimization for thetransmit electricity engineering, this paper proposes the Time-cost optimization model andresource optimization model based on the particle swarm optimization algorithm. For solvingthese problems, numerical simulation results show the effectiveness and efficiency of usingPSO algorithm in this domain optimization. This paper provides a new theory directions andmethods for engineering optimization problems, based on the studies and researches on theparticle swarm optimization algorithm.
Keywords/Search Tags:PSO algorithm, Network Optimization, Premature Convergence, Time–Cost Optimization, Resource Optimization
PDF Full Text Request
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