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Strategic Study of CAE >> 2005, Volume 7, Issue 6

Technical and Economic Parameter Optimization Research and Application for Practice in the Limestone Quarry Based on Genetic Algorithms-adaptive Network-based Fuzzy Inference System

1. School of Resources and Safety Engineering , The Middle and Southern University , Changsha 412006 , China

2. School of Architectural Engineering , Resource and Environment , Nanhua University , Hengyang , Hunan 421001 , China

Funding project:国家自然科学基金资助项目(69901005) Received: 2004-07-04 Revised: 2004-12-06 Available online: 2005-06-20

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Abstract

To request for relating law between technical and economic parameter and ore cost for a raw material quarry of cement, the paper set up technical and economic system model with adaptive network-based fuzzy inference system, solved solution of the system model with parallel genetic algorithms, and received optimal technical and economic indices. It provides important reference for production management and improving economic benefits in quarry.

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References

[ 1 ] 徐丽娜神经网络控制[M ].北京:电子工业出版社, 2003 link1

[ 2 ] 吴晓莉, 林哲辉.MATLAB辅助模糊系统设计[M].西安:西安电子科技大学出版社, 2002 link1

[ 3 ] 闵惜琳, 刘国华.人工神经网络结合遗传算法在建模和优化中的应用[J].计算机应用研究, 2002, (1) :79~80 link1

[ 4 ] 飞思科技产品研发中心编著.MATLAB6.5辅助神经网络, 分析与设计 (MATLAB应用技术) [M].北京:电子工业出版社, 2003

[ 5 ] 郭嗣琮, 陈 刚.信息科学中的软计算方法[M ].沈阳:东北大学出版社, 2001 link1

[ 6 ] 王小平, 曹立明.遗传算法———理论、应用与软件实现[M].西安:西安交通大学出版社, 2002

[ 7 ] LohmannR .ApplicationofEvolutionStrategyinParallelPopulations[M ].PPSN1, 1991.198~208

[ 8 ] M櫣hlenbeinH, SchomischM , BornJ .Theparallelgeneticalgorithmasfunctionoptimizer[J].ParallelComputing, 1991, 17:619~632

[ 9 ] 飞思科技产品研发中心编著.MATLAB65辅助优化计算与设计 (MATLAB应用技术) [M ].北京:电子工业出版社, 2003

[10] ChipperfieldAJ, FlemingPJ, PohlheimH .AgeneticalgorithmtoolboxforMATLAB [A].ProcIntConfSysEngineering[C], Coventry, UK , 1994.200~207

[11] JGQi, GRBurns, DKHarrison.Theapplicationofparallelmultipopulationgeneticalgorithmstodynamicjob shopscheduling[J].IntJAdvMnaufTechnol, 2000, 16:609~615

[12] 赵正佳, 黄洪钟, 陈 新.优化设计求解的遗传-神经网络新算法研究[J].西南交通大学学报, 2000, 35 (1) :65~68 link1

[13] 杨恒辉, 戴 韧, 陈康民.遗传算法中参数选取及其在数据全局寻优中的应用[J].计算机与现代化, 2003, (90) :1~4 link1

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