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A Hybrid Dynamic Dual Interval Programming for Irrigation Water Allocation under Uncertainty

机译:不确定条件下灌溉水分配的混合动态双重区间规划

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摘要

Along with the economic development in Canada, the shortage of irrigation water has become a serious concern (Bouwer 1993; Hennessy 1993). In this study, a model of Dynamic Dual Interval Programming (DDIP) is developed and applied to the irrigation water allocation systems with uncertainty. DDIP method improves the existing dynamics interval programming by explicitly addressing the system uncertainties with a dual interval that had higher system reliability. The solution of DDIP is computationally effective, and its decision variables are incorporated into the solutions for final decision. In order to obtain the optimal allocation schemes in a dynamic process, the developed DDIP was applied to an irrigation water system. The results from this case study revealed that optimal solution can be obtained through the DDIP approach from the agriculture water management activities for feasible decisions. These decisions reflect the high uncertainty of the information in the boundaries of dual intervals. The solution presents a maximum benefit under limited yearly uncertain natural resources. Furthermore, the information obtained though this model may help the authority to make optimal decisions and to reduce the risk for uncertain situations.
机译:随着加拿大经济的发展,灌溉水的短缺已成为一个严重的问题(Bouwer 1993; Hennessy 1993)。在这项研究中,建立了动态​​双重间隔规划(DDIP)模型,并将其应用于不确定性的灌溉用水分配系统。 DDIP方法通过以具有较高系统可靠性的双重间隔显式解决系统不确定性,从而改善了现有的动态间隔编程。 DDIP的解决方案在计算上是有效的,并且将其决策变量合并到最终决策的解决方案中。为了在动态过程中获得最佳分配方案,将开发的DDIP应用于灌溉水系统。该案例研究的结果表明,可以通过DDIP方法从农业用水管理活动中获得最佳解决方案,以做出可行的决策。这些决定反映了双重间隔范围内信息的高度不确定性。该解决方案在有限的年度不确定自然资源下提供了最大的收益。此外,通过此模型获得的信息可以帮助主管部门做出最佳决策,并减少不确定情况下的风险。

著录项

  • 来源
    《Water Resources Management》 |2012年第5期|p.1183-1200|共18页
  • 作者单位

    Xiamen University of Technology, Xiamen, People's Republic of China Faculty of Engineering and Applied Science University of Rcgina, Rcgina, SK S4S 0A2, Canada;

    Xiamen University of Technology, Xiamen, People's Republic of China Faculty of Engineering and Applied Science University of Rcgina, Rcgina, SK S4S 0A2, Canada;

    University of Rcgina, Rcgina, Canada;

    University of Rcgina, Rcgina, Canada;

    University of Rcgina, Rcgina, Canada;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    irrigation water; dual interval; uncertainties; dynamic programming;

    机译:灌溉水;双间隔不确定性动态编程;

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