FLFP: A fuzzy linear fractional programming approach with double -sided fuzziness for optimal irrigation water allocation

被引:29
|
作者
Zhang, Chenglong [1 ]
Guo, Ping [1 ]
机构
[1] China Agr Univ, Ctr Agr Water Res China, Tsinghuadong St 17, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
Irrigation water allocation; Double-sided fuzzy chance-constrained programming; Linear fractional programming; Uncertainty; Decision-making; QUALITY MANAGEMENT; RESOURCES MANAGEMENT; AIR-QUALITY; MODEL; OPTIMIZATION; PRODUCTIVITY; GROUNDWATER; CHINA; BASIN;
D O I
10.1016/j.agwat.2017.12.013
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
In this study, a fuzzy linear fractional programming (FLFP) approach with double-sided fuzziness is developed for optimal irrigation water allocation under uncertainty. The FLFP model can be derived from incorporating double-sided fuzzy chance-constrained programming (DFCCP) into linear fractional programming (LFP) optimization framework. The developed model can deal with uncertainty presented as fuzziness in both right-hand and left-hand sides of constraints. Moreover, it has advantages in: (1) addressing two objectives directly without considering subjective factors, (2) effectively reflecting economic water productivity between total system economic benefit and total irrigation water use, (3) introducing the concept of confidence levels of fuzzy constraints-satisfaction under both the minimum and maximum reliabilities to generate more flexible solutions and (4) facilitating in-depth analysis of interrelationships among economic water productivity, system benefits and varying confidence levels. The model is applied to a case study of irrigation water allocation in the middle reaches of Heihe River Basin, northwest China. The optimal irrigation water allocation solutions from the FLFP model can be obtained. These results can provide decision-support when deciding on selecting reasonable irrigation water resources management and agricultural production. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:105 / 119
页数:15
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