基于辽阳灌区水资源综合效益研究
|
摘要
在灌区水资源综合效益分析中,利用基于高维降维技术的投影寻踪模型进行了研究,为提高投影寻踪模型的准确度与可靠性利用生物群体智能算法进行优化;然后在此基础上分别从社会、经济、生态效益的3个方面构建了指标体系并提出了相应的分类标准。以辽阳灌区为例对其水资源综合效益利用优化的模型进行研究,并分析了各指标对评价结果的影响程度。研究表明:2015年的辽阳灌区水资源综合效益属于Ⅲ级,优化后的投影寻踪模型在研究分析灌区水资源综合效益时表现出较强的适用性与可行性。研究成果可为水资源管理规划提供一定参考。
In comprehensive benefits analysis of irrigation area water resources,the projection pursuit model based on high dimension and reduce dimension technology was used to paper,in order to increase the accuracy and dependability,the biological Swarm Intelligence Algorithms were adopted to optimize of projection pursuit model; then,to construct the index system from three respects of society,economy and ecological benefits,and corresponding category division standards were put forward based on this.Taking the Liaoyang irrigation area as the example,this paper researched the optimal model of water resources comprehensive benefits use,and analyzed the impact degree of each index on the evaluation results. The results show that the comprehensive benefits of Liaoyang irrigation area water resources in 2015 belong to grade Ⅲ, and optimized projection pursuit model appears strong suitability and feasibility when analyzing the comprehensive benefits of irrigation area water resources. The researched results may supply a certain reference for water resources management planning.
In comprehensive benefits analysis of irrigation area water resources,the projection pursuit model based on high dimension and reduce dimension technology was used to paper,in order to increase the accuracy and dependability,the biological Swarm Intelligence Algorithms were adopted to optimize of projection pursuit model; then,to construct the index system from three respects of society,economy and ecological benefits,and corresponding category division standards were put forward based on this.Taking the Liaoyang irrigation area as the example,this paper researched the optimal model of water resources comprehensive benefits use,and analyzed the impact degree of each index on the evaluation results. The results show that the comprehensive benefits of Liaoyang irrigation area water resources in 2015 belong to grade Ⅲ, and optimized projection pursuit model appears strong suitability and feasibility when analyzing the comprehensive benefits of irrigation area water resources. The researched results may supply a certain reference for water resources management planning.
引文
[1]刘海娟.灌区水资源供需水量平衡分析[J].水利技术监督,2015(05):64-66.
[2]王士兰.黑龙江省大中型灌区量水现状及对策[J].水利规划与设计,2012(05):48-50.
[3]田娜.多目标风险决策模型在洪水资源效益评估中的应用[J].水土保持应用技术,2016(05):21-23.
[4]雷波,姜文来.节水农业综合效益评价研究进展[J].灌溉排水学报,2004,23(03):65-69.
[5]杨剑峰.蚁群算法及其应用研究[D].杭州:浙江大学,2007.
[6]倪庆剑,邢汉承,张志政,等.蚁群算法及其应用研究进展[J].计算机应用与软件,2008,25(08):12-16.
[7]王建群,贾洋洋,肖庆元.狼群算法在水电站水库优化调度中的应用[J].水利水电科技进展,2015,35(03):1-4.
[8]李世玲.基于投影寻踪和遗传算法的一种非线性系统建模方法[J].系统工程理论与实践,2005(04):22-28.
[9]崔文华,刘晓冰,王伟,等.混合蛙跳算法研究综述[J].控制与决策,2012,27(04):481-486.
[10]雷开友.粒子群算法及其应用研究[D].重庆:西南大学,2006.
[11]张长胜,孙吉贵,欧阳丹彤.一种自适应离散粒子群算法及其应用研究[J].电子学报,2009,37(02):299-304.
[12]纪昌明,李继伟,张新明,等.基于免疫蛙跳算法的梯级水库群优化调度[J].系统工程理论与实践,2013,33(08):2125-2132.
[2]王士兰.黑龙江省大中型灌区量水现状及对策[J].水利规划与设计,2012(05):48-50.
[3]田娜.多目标风险决策模型在洪水资源效益评估中的应用[J].水土保持应用技术,2016(05):21-23.
[4]雷波,姜文来.节水农业综合效益评价研究进展[J].灌溉排水学报,2004,23(03):65-69.
[5]杨剑峰.蚁群算法及其应用研究[D].杭州:浙江大学,2007.
[6]倪庆剑,邢汉承,张志政,等.蚁群算法及其应用研究进展[J].计算机应用与软件,2008,25(08):12-16.
[7]王建群,贾洋洋,肖庆元.狼群算法在水电站水库优化调度中的应用[J].水利水电科技进展,2015,35(03):1-4.
[8]李世玲.基于投影寻踪和遗传算法的一种非线性系统建模方法[J].系统工程理论与实践,2005(04):22-28.
[9]崔文华,刘晓冰,王伟,等.混合蛙跳算法研究综述[J].控制与决策,2012,27(04):481-486.
[10]雷开友.粒子群算法及其应用研究[D].重庆:西南大学,2006.
[11]张长胜,孙吉贵,欧阳丹彤.一种自适应离散粒子群算法及其应用研究[J].电子学报,2009,37(02):299-304.
[12]纪昌明,李继伟,张新明,等.基于免疫蛙跳算法的梯级水库群优化调度[J].系统工程理论与实践,2013,33(08):2125-2132.