A combined interval TOPSIS with multiple sensitivity strategies decision-making framework

被引:5
作者
Yang, Xi [1 ]
Chen, Zhihe [1 ,2 ]
机构
[1] Sun Yat Sen Univ, Sch Civil Engn, Guangzhou 510275, Peoples R China
[2] Southern Marine Sci & Engn Guangdong Lab Zhuhai, Zhuhai 519082, Peoples R China
基金
中国国家自然科学基金;
关键词
Water resources management; Uncertainty; Multi -criteria decision making; Sensitivity analysis; Interval TOPSIS; WATER-RESOURCES MANAGEMENT; ALLOCATION; ADAPTATION; SYSTEM;
D O I
10.1016/j.jclepro.2023.138611
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Reasonable water resources management is critical for promoting the sustainable development of social economy. In the real world, water managers often work in an uncertain environment, and this uncertainty comes from inaccurate information related to water resource data. Therefore, there is uncertainty about the value of criteria in multi-criteria decision making (MCDM) and evaluation of water resources management. In addition, the robustness of multi-criteria decision-making evaluation based on uncertain data is difficult to quantify, which poses challenges to the application of MCDM in water resources management. Therefore, this paper proposes a decision-making framework combining interval TOPSIS and a multi-sensitivity strategy. The framework is used for robust water resources management under uncertain conditions, revealing the optimal solution under the influence of uncertainty and sensitivity strategies, and identifying the ranking change mechanism by revealing the threshold of each criterion to identify alternatives as the optimal solution. The applicability of the proposed framework is verified in different cases (including water resources allocation and reservoir flood control operations). The outcomes indicate that: (1) the proposed framework expands the capabilities of current methods and provides a potential approach to deal with the robustness of options identified by decision makers engaged in water resources management under uncertainty; (2) among the proposed sensitivity strategies, the strategy of changing one or more criteria of a single scheme is more realistic in a changing environment; (3) in the case analysis, two cases show that changing from the lower position to the first position requires 80% and 45% of a set of criteria values. The findings of this study will provide a scientific basis for water resources managers to make robust scheme decisions.
引用
收藏
页数:17
相关论文
共 40 条
[1]   A comprehensive optimum integrated water resources management approach for multidisciplinary water resources management problems [J].
Al-Jawad, Jafar Y. ;
Alsaffar, Hassan M. ;
Bertram, Douglas ;
Kalin, Robert M. .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 239 :211-224
[2]   The role of weights in multi-criteria decision aid, and the ranking of water projects in Jordan [J].
AlKloub, B ;
AlShemmeri, T ;
Pearman, A .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1997, 99 (02) :278-288
[3]   Spatial multicriteria approach to support water resources management with multiple sources in semi-arid areas in Brazil [J].
Alves, Suenio Anderson F. da S. ;
Coelho, Victor Hugo R. ;
Tsuyuguchi, Barbara Barbosa ;
Galvao, Carlos de O. ;
Rego, Janiro C. ;
Almeida, Cristiano das N. ;
Abels, Anna ;
Pinnekamp, Johannes ;
Rufino, Iana A. A. .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 297
[4]  
Aravossis K, 2003, FRESEN ENVIRON BULL, V12, P1433
[5]   Comparison of Compensatory and non-Compensatory Multi Criteria Decision Making Models in Water Resources Strategic Management [J].
Banihabib, Mohammad Ebrahim ;
Hashemi-Madani, Farkhondeh-Sadat ;
Forghani, Ali .
WATER RESOURCES MANAGEMENT, 2017, 31 (12) :3745-3759
[6]   A Framework for Sustainable Strategic Planning of Water Demand and Supply in Arid Regions [J].
Banihabib, Mohammad Ebrahim ;
Hashemi, Farkhondeh ;
Shabestari, Mohammad Hadi .
SUSTAINABLE DEVELOPMENT, 2017, 25 (03) :254-266
[7]   Evaluating the resilience of water resources management scenarios using the evidential reasoning approach: The Zarrinehrud river basin experience [J].
Behboudian, Massoud ;
Kerachian, Reza .
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2021, 284 (284)
[8]   A state-of the-art survey of TOPSIS applications [J].
Behzadian, Majid ;
Otaghsara, S. Khanmohammadi ;
Yazdani, Morteza ;
Ignatius, Joshua .
EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (17) :13051-13069
[9]   Evaluating Integrated Watershed Management using multiple criteria analysis-a case study at Chittagong Hill Tracts in Bangladesh [J].
Biswas, Shampa ;
Vacik, Harald ;
Swanson, Mark E. ;
Haque, S. M. Sirajul .
ENVIRONMENTAL MONITORING AND ASSESSMENT, 2012, 184 (05) :2741-2761
[10]  
Costa J.F., 2011, International Encyclopedia of Statistical Science, P1653