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《China Mechanical Engineering》 2011-01
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Study on Manufacturing Cellular Design Based on Advanced Genetic Algorithm

Fan Jiajing1,2 Feng Dingzhong1 1.Zhejiang University of Technology,Hangzhou,310014 2.Zhejiang University of Science and Technology,Hangzhou,310023  
A comprehensive model for manufacturing cellular was put forward which aimed at abtaining the minmum of material handling cost and machine depreciable and repair cost as well as synchronously considering the cellular formaiton,machine layout and cellular layout according to the characteristics of the problem of manufacturing cellular.And an advanced genetic algorithm was brought forward to solve this model.The individual validity and the characteristic of genetic algorithm were ensured;the convergence of algorithm through the elite strategy was ensured and the local convergence was protected by adjusting the crossover operator and mutation operator constantly.At last,the validity of the model and algorithm was proved by a complicated example.
【Fund】: 浙江省自然科学基金资助项目(Y6090482 Y6090533);; 浙江省钱江人才计划资助项目(2010R10096)
【CateGory Index】: TH165
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