位置:成果数据库 > 期刊 > 期刊详情页
基于变权重和信息熵的区域水资源安全投影寻踪评价模型
  • ISSN号:1004-8227
  • 期刊名称:长江流域资源与环境
  • 时间:2011.9.9
  • 页码:1085-1091
  • 分类:TV876[水利工程—水利水电工程] X824[环境科学与工程—环境工程]
  • 作者机构:[1]复旦大学公共管理与公共政策创新基地,上海200433, [2]合肥工业大学土木与水利工程学院,安徽合肥230009
  • 相关基金:国家自然科学基金项目(51079037 71020107026); 教育部人文社会科学研究规划基金项目(09YJA790045); 中国气象局成都高原气象开放实验室基金课题(LPM2011002)
  • 相关项目:流域水资源系统脆弱性智能诊断评价与调控理论和应用
中文摘要:

区域水资源安全评价是气候变化下区域水安全管理的一项重要调控措施。为合理确定各评价指标的权重,提出了把权重结构分解为评价指标的单样本权重和样本集权重的新观点,建立了用基于加速遗传算法的模糊层次分析法和最小相对信息熵原理确定单样本权重、用基于加速遗传算法的投影寻踪模型和最大信息熵原理确定样本集权重的新模型——基于变权重和信息熵的投影寻踪评价模型(CWE-PP)。将CWE-PP模型应用于全国水资源安全背景下的巢湖流域水资源安全评价,结果表明:巢湖流域水资源安全状况整体上介于重度缺水与中度缺水之间,偏向重度缺水,略低于安徽省水资源安全状况。用CWE-PP进行区域水资源安全评价,物理概念明确,计算结果合理,方法通用,在资源与环境综合评价中具有一定的推广应用价值。

英文摘要:

Evaluation of water resource security is one of the key countermeasures for managing regional water security.In this paper,Chaohu Lake watershed was used as a case study for this purpose.In order to rationally determine the weights of evaluation indices for regional water security,we developed a new method that differs from regular ones such as Fuzzy Analytic Hierarchy Process(FAHP),entropy weighted method and principal component analysis(PCA),which were poorly proven in effectively describing and evaluating the parameters or indices within the complicated systems.According to our method,structural decomposition for the weights was performed by recognizing the single sample weights and sample set weights.The single sample weights of evaluation indices were computed by using the accelerating genetic algorithm,which is based on fuzzy analytic hierarchy process and minimum relative information entropy principle.The sample set weights of evaluation indices were computed by using the accelerating genetic algorithm,which is based on the projection pursuit method and maximum information entropy principle.Thus,based on above mentioned method,projection pursuit model(CWE-PP) for evaluating region water resource security based on the changeable weight and entropy principles was established.In the context of evaluation of water resource security,the CWE-PP model was used at local and nationwide levels.The result showed that water resource security level for Chaohu Laked watershed is between moderate and severe water shortages,but in general the level tends to severe water shortages.This indicated that water resource security level for Chaohu Laked watershed is worse than the overall situation of Anhui Province.The result also showed that compared with regular methods,the CWE-PP model is an effective evaluation method for region water resource security due to its distinct concepts of mathematics and physics.Thus,it can be widely applied in comprehensive evaluation for resources and environment.

同期刊论文项目
期刊论文 60 会议论文 2 获奖 4 专利 1 著作 3
同项目期刊论文
期刊信息
  • 《长江流域资源与环境》
  • 中国科技核心期刊
  • 主管单位:中国科学院
  • 主办单位:中国科学院资源环境科学与技术局 中国科学院武汉文献情报中心
  • 主编:许厚泽
  • 地址:武汉市武昌小洪山西区25号
  • 邮编:430071
  • 邮箱:bjb@mail.whlib.ac.cn
  • 电话:
  • 国际标准刊号:ISSN:1004-8227
  • 国内统一刊号:ISSN:42-1320/X
  • 邮发代号:38-311
  • 获奖情况:
  • 全国中文核心期刊,中国科技论文统计源期刊,中国科学引文数据库(CSCD)核心期刊、中国核心期...
  • 国内外数据库收录:
  • 俄罗斯文摘杂志,美国化学文摘(网络版),荷兰文摘与引文数据库,美国剑桥科学文摘,英国动物学记录,日本日本科学技术振兴机构数据库,中国中国人文社科核心期刊,中国中国科技核心期刊,中国北大核心期刊(2004版),中国北大核心期刊(2008版),中国北大核心期刊(2011版),中国北大核心期刊(2014版),中国北大核心期刊(2000版)
  • 被引量:27358