BP神经网络在移民安置效果评价中的应用

英文篇名：Application of BP Neural Network to the Resettlement Effect Evaluation
中文刊名：华北水利水电学院学报
英文刊名：Journal of North China Institute of Water Conservancy and Hydroelectric Power
作者：周金存 ; 胡宝柱
英文作者：ZHOU Jin-cun ; HU Bao-zhu (North China Institute of Water Conservancy and Hydroelectric Power ; Zhengzhou 450011 ; China)
中文关键词：BP神经网络 ; 移民安置 ; 效果评价
英文关键词：BP neural network ; resettlement ; effect evaluation
出版日期：2011-10-15
机构：华北水利水电学院;
年：2011
期：05
出版单位：华北水利水电学院学报

摘要

水库移民安置涉及社会、经济、环境、自然资源等诸多领域,是一个多层次、多目标、多属性的复杂系统工程.因此,移民安置效果尤其是生活水平的评价一直是移民理论研究关注的重点.依据神经网络理论,利用模糊综合评价法生成训练样本,建立了基于BP神经网络的移民安置效果综合评价模型.仿真试验表明,该模型评价结果合理,模型操作简便,具有很好的应用价值.
The resettlement of immigrants from reservoirs relates to a lot of fields such as society,economy,environment,natural resources and is a multi-level,multi-objective,multi-property and complex system engineering.Therefore,the effect of resettlement,especially the evaluation of the living standards has been the focus of theoretical research.Based on neural network theory,the comprehensive evaluation model of the resettlement effect was established using fuzzy comprehensive evaluation method to generate training samples.The simulation test showed that the evaluation results of the model were reasonable,the model was simple and had a good application value.

引文

[1]胡宝柱,赵静,何小龙,等.水库移民经济评价方法研究[J].华北水利水电学院学报,2005,26(2):5-8.
    [2]陈伟,马如雄,郝艳红.基于MATLAB的BP人工神经网络设计[J].电脑学习,2005(2):30-31.
    [3]金菊良,魏一鸣.复杂系统广义智能评价方法与应用[M].北京:科学出版社,2007.
    [4]胡宝柱.模糊数学在水库移民安置质量评定中的应用[J].人民长江,2002,33(9):49-51.
    [5]王凤,黄力宇,张宇翔,等.基于MATLAB的BP预测模型在地震前兆预测中的应用研究[J].华北地震科学,2009,27(1):49-51.
    [6]汪克亮,杨力,查甫更.改进BP神经网络在企业网络营销绩效评价中的应用[J].商业研究,2008(3):64-68.