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人工神经网络结合遗传算法对网站开发优化的应用
引用本文:闵惜琳.人工神经网络结合遗传算法对网站开发优化的应用[J].系统工程,2007,25(2):22-26.
作者姓名:闵惜琳
作者单位:广东工业大学,经济管理学院,广东,广州,510520
摘    要:对于企业管理者,必须就某些特定的设计目标与网站设计人员进行沟通,通过最初的开发、网站评价、改进过程,不断地促进电子商务网站的发展.本文提出了用人工神经网络通过学习(或训练)自动总结出EC网站设计因素与某经营目标数据间的函数关系,再用遗传算法来完成由该函数作为目标函数的优化方法,使网站的改进设计有科学的依据.

关 键 词:电子商务网站设计  优化  人工神经网络  遗传算法
文章编号:1001-4098(2007)02-0022-05
修稿时间:2006-10-19

The Combination of Artificial Neural Network and Genetic Algorithm Applied to Optimize EC Websites
MIN Xi-lin.The Combination of Artificial Neural Network and Genetic Algorithm Applied to Optimize EC Websites[J].Systems Engineering,2007,25(2):22-26.
Authors:MIN Xi-lin
Abstract:Business manager always contact with website designer for ,some special design goals. By original development, evaluation and then rebuilding, EC Websites then be promoted. It has been discussed in this paper that we can u~ artificial neural network to obtain a model out of data ~mples of EC Website design indicates and ,some management goals. Then genetic algorithm should be used to resolve the optimization problem that the artificial neural network model mentioned above as a target function.
Keywords:Design of EC Websites  Optimize  ANN  GA
本文献已被 CNKI 维普 万方数据 等数据库收录!
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