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基于粒子群算法的区域水资源优化配置研究 被引量:9

Research on Optimal Allocation of Regional Water Resources Based on Particle Swarm Optimization
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摘要 随着经济的快速发展,人类对水的需求量的增加和供水量减少之间的矛盾越来越突出,合理配置有限的水资源显得非常重要。本文运用多目标规划理论建立了区域水资源可持续利用的多目标优化配置模型,该模型以社会、经济、环境的综合效益最大为目标,用粒子群算法求解,得到银川市规划年(2020年)3种不同保证率下的优化配置方案,为银川市水资源管理问题提供了科学依据。结果表明,所建模型合理、可行,算法有效。 With the rapid development of economy, the contradiction between increased water demand and decreased water supply has become obvious, the reasonable allocation of limited water resources is becoming particularly important. This paper establishes a multi-objective optimal allocation model of regional water resources based on the principle of multi-objective programming, this model takes the maximum comprehensive benefits of society, economy and environment as the target, PSO (Particle Swarm Optimization) algorithm is used to solve the model, the results of water resources optimal allocation of Yinchuan City for benchmark year 2020, are obtained under three designing assurance rates. The method and conclusion can provide a scientific decision-making of scientific project planning, water-saving and regulation for Yinchuan City. The results show that the model established in this paper is reasonable and feasible and the algorithm is effective.
出处 《中国农村水利水电》 北大核心 2013年第1期7-10,共4页 China Rural Water and Hydropower
基金 旱区现代农业水资源高效利用教育部创新团队(教技函[2011]20号) 国家自然科学基金项目(11061024) 宁夏十一五科技攻关项目([2006]05) 宁夏大学自然科学基金项目(ZR1123)
关键词 水资源 优化配置 多目标 粒子群算法 water resources optimal allocation multi-objective particle swarm optimization
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参考文献6

  • 1钱正英;张光斗.中国可持续发展水资源战略研究综合报告及各专题报告[R]北京:中国水利水电出版社,2001.
  • 2贺北方,周丽,马细霞,王效宇,贺建辉.基于遗传算法的区域水资源优化配置模型[J].水电能源科学,2002,20(3):10-12. 被引量:64
  • 3贺北方;周丽;马细霞.遗传算法在的区域水资源优化配置中的应用研究[A]郑州:黄河水利出版社,20038-14.
  • 4Kumar,Arun Minocha,Vi Jay K. Fuzzy optimization model for water quality management of a river system[J].Journal of Water Resources Planning and Management,1999.179-180.
  • 5E Xevi,Khan S. A multi-objective optimization approach to water management[J].Journal of Environmental Management,2005.269-277.
  • 6Kennedy J,Eberhart R. Particle Swarm optimization[A].Piscataway,1995.

二级参考文献2

  • 1冯尚友.可持续水资源利用与管理导论[M].北京:科学出版社,2000..
  • 2贺北方.区域水资源优化分配大系统优化模型[J].武汉水利电力学院学报,1988,(5):109-117.

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引证文献9

二级引证文献60

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