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Published in: Water Resources Management 15/2019

27-11-2019

A Fuzzy Group Decision Making Framework Based on ISM-FANP-FTOPSIS for Evaluating Watershed Management Strategies

Authors: Seyedeh Leila RazaviToosi, J. M. V. Samani

Published in: Water Resources Management | Issue 15/2019

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Abstract

Watershed planning and management is a complex process due to existing different influential criteria in social, economic and environmental sectors as well as complicated interactions among them. Therefore, evaluating watershed management programs needs a comprehensive approach considering network relations among criteria and diverse decision-makers’ judgments. This paper presents a new framework of group decision-making in evaluating and ranking watersheds for implementing development strategies. The model includes 18 criteria in social, economic, managerial and environmental clusters. Five watersheds are considered as alternatives. At first, the network relations among the various criteria are determined using the Interpretive Structural Modeling (ISM) method. Then, based on the relationships obtained by ISM and decision-makers’ judgments, the alternatives’ priority is determined through the Fuzzy Analytic Network Process (FANP) method. To aggregate the group decision-making results, the extended fuzzy TOPSIS method is proposed and the decision-makers’ weights are calculated using Shannon’s entropy method. Finally, the sensitivity analysis of the decision-makers’ weights and alternatives priorities have been conducted. The Monte Carlo method is applied to generate data for sensitivity analysis. According to the results, Urmia Lake is the most preferred watershed and Atrak watershed is ranked in last.

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Footnotes
1
Multiple Criteria Decision Making
 
2
VlseKriterijumska Optimizacija I Kompromisno Resenje
 
3
Technique for Order of Preference by Similarity to Ideal Solution
 
4
Analytical Hierarchy Process
 
Literature
go back to reference Arab Ameri A, Pourghasemi HR, Cerda A (2018) Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: a comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making models. Sci Total Environ 613-614:1385–1400CrossRef Arab Ameri A, Pourghasemi HR, Cerda A (2018) Erodibility prioritization of sub-watersheds using morphometric parameters analysis and its mapping: a comparison among TOPSIS, VIKOR, SAW, and CF multi-criteria decision making models. Sci Total Environ 613-614:1385–1400CrossRef
go back to reference Beikkhakhian Y, Javanmardi M, Karbasian M, Khayambashi B (2015) The application of ISM model in evaluating agile suppliers’ selection criteria and ranking suppliers using fuzzy TOPSIS-AHP methods. Expert Syst Appl 42(15- 16):6224–6236CrossRef Beikkhakhian Y, Javanmardi M, Karbasian M, Khayambashi B (2015) The application of ISM model in evaluating agile suppliers’ selection criteria and ranking suppliers using fuzzy TOPSIS-AHP methods. Expert Syst Appl 42(15- 16):6224–6236CrossRef
go back to reference Cai X, Vogel R, Ranjithan R (2013) Special issue on the role of systems analysis in watershed management. J Water Res Pl-ASCE 139(5):461–463CrossRef Cai X, Vogel R, Ranjithan R (2013) Special issue on the role of systems analysis in watershed management. J Water Res Pl-ASCE 139(5):461–463CrossRef
go back to reference Chang CL, Hsu CH (2009) Multi-criteria analysis via the VIKOR method for prioritizing land-use restraint strategies in the Tseng-Wen reservoir watershed. J Environ Manag 90:3226–3230CrossRef Chang CL, Hsu CH (2009) Multi-criteria analysis via the VIKOR method for prioritizing land-use restraint strategies in the Tseng-Wen reservoir watershed. J Environ Manag 90:3226–3230CrossRef
go back to reference Chen TC (2000) Extensions of the TOPSIS for group decision making under fuzzy environment. J Fuzzy Set Syst 114(1):1–9CrossRef Chen TC (2000) Extensions of the TOPSIS for group decision making under fuzzy environment. J Fuzzy Set Syst 114(1):1–9CrossRef
go back to reference Chen VYC, Lien HP, Liu CH, Liou JJH, Tzeng GH, Yang LS (2011) Fuzzy MCDM approach for selecting the best environment-watershed plan. Appl Soft Comput 11(1):265–275CrossRef Chen VYC, Lien HP, Liu CH, Liou JJH, Tzeng GH, Yang LS (2011) Fuzzy MCDM approach for selecting the best environment-watershed plan. Appl Soft Comput 11(1):265–275CrossRef
go back to reference Chowdary VM, Chakraborthy D, Jeyaram A, Krishna Murthy YVN, Sharma JR, Dadhwal VK (2013) Multicriteria decision making approach for watershed prioritization using analytic hierarchy process technique and GIS. Water Resour Manag 27(10):3555–3571CrossRef Chowdary VM, Chakraborthy D, Jeyaram A, Krishna Murthy YVN, Sharma JR, Dadhwal VK (2013) Multicriteria decision making approach for watershed prioritization using analytic hierarchy process technique and GIS. Water Resour Manag 27(10):3555–3571CrossRef
go back to reference Garfi M, Marti MF, Bonoli A, Tondelli S (2011) Multi-criteria analysis for improving strategic environmental assessment of water programmes. A case study in semi-arid region of Brazil. J Environ Manag 92:665–675CrossRef Garfi M, Marti MF, Bonoli A, Tondelli S (2011) Multi-criteria analysis for improving strategic environmental assessment of water programmes. A case study in semi-arid region of Brazil. J Environ Manag 92:665–675CrossRef
go back to reference Giri S, Nejadhashemi AP (2014) Application of analytical hierarchy process for effective selection of agricultural best management practices. J Environ Manag 132:165–177CrossRef Giri S, Nejadhashemi AP (2014) Application of analytical hierarchy process for effective selection of agricultural best management practices. J Environ Manag 132:165–177CrossRef
go back to reference Govindan K, Palaniappan M, Zhu Q, Kannan D (2012) Analysis of third party reverse logistics provider using interpretive structural modeling. Int J Prod Econ 140:204–211CrossRef Govindan K, Palaniappan M, Zhu Q, Kannan D (2012) Analysis of third party reverse logistics provider using interpretive structural modeling. Int J Prod Econ 140:204–211CrossRef
go back to reference Hajkowicz S, Higgins A (2008) A comparison of multiple criteria analysis techniques for water resource management. Eur J Oper Res 184:255–265CrossRef Hajkowicz S, Higgins A (2008) A comparison of multiple criteria analysis techniques for water resource management. Eur J Oper Res 184:255–265CrossRef
go back to reference Hussain M, Awasthi A, Tiwari MK (2016) An ISM-ANP integrated framework for evaluating alternatives for sustainable supply chain management. Appl Math Model 40(5–6):3671–3687CrossRef Hussain M, Awasthi A, Tiwari MK (2016) An ISM-ANP integrated framework for evaluating alternatives for sustainable supply chain management. Appl Math Model 40(5–6):3671–3687CrossRef
go back to reference Jaiswal RK, Ghosh NC, Lohani AK, Thomas T (2015) Fuzzy AHP based multi criteria decision support for watershed prioritization. Water Resour Manag 29(12):4205–4227CrossRef Jaiswal RK, Ghosh NC, Lohani AK, Thomas T (2015) Fuzzy AHP based multi criteria decision support for watershed prioritization. Water Resour Manag 29(12):4205–4227CrossRef
go back to reference Kannan G, Haq AN (2007) Analysis of interactions of criteria and sub-criteria for the selection of supplier in the built-in-order supply chain environment. Int J Prod Res 45(17):3831–3852CrossRef Kannan G, Haq AN (2007) Analysis of interactions of criteria and sub-criteria for the selection of supplier in the built-in-order supply chain environment. Int J Prod Res 45(17):3831–3852CrossRef
go back to reference Kundu S, Khare D, Mondal A (2017) Landuse change impact on sub-watersheds prioritization by Analytical Hierarchy Process (AHP). Ecol Inform 42:100–113CrossRef Kundu S, Khare D, Mondal A (2017) Landuse change impact on sub-watersheds prioritization by Analytical Hierarchy Process (AHP). Ecol Inform 42:100–113CrossRef
go back to reference Liao CH, Chiu AS (2011) Evaluate municipal solid waste management problems using hierarchical framework. Procedia Soc Behav Sci 25:353–362CrossRef Liao CH, Chiu AS (2011) Evaluate municipal solid waste management problems using hierarchical framework. Procedia Soc Behav Sci 25:353–362CrossRef
go back to reference Mathiyazhagan K, Govindan K, NoorulHaq A, Geng Y (2013) An ISM approach for the barrier analysis in implementing green supply chain management. J Clean Prod 47:283–297CrossRef Mathiyazhagan K, Govindan K, NoorulHaq A, Geng Y (2013) An ISM approach for the barrier analysis in implementing green supply chain management. J Clean Prod 47:283–297CrossRef
go back to reference Mohaghar A, Fathi MR, Faghih A, Turkayesh MM (2012) An integrated approach of fuzzy ANP and fuzzy TOPSIS for R&D project selection: a case study. Aust J Basic Appl Sci 6(2):66–75 Mohaghar A, Fathi MR, Faghih A, Turkayesh MM (2012) An integrated approach of fuzzy ANP and fuzzy TOPSIS for R&D project selection: a case study. Aust J Basic Appl Sci 6(2):66–75
go back to reference Opricovic S (2011) Fuzzy VIKOR with an application to water resources planning. Expert Syst Appl 38:12983–12990CrossRef Opricovic S (2011) Fuzzy VIKOR with an application to water resources planning. Expert Syst Appl 38:12983–12990CrossRef
go back to reference Opricovic S, Tzeng GH (2003) Defuzzification within a multicriteria decision model. International Journal of Uncertainty. Int J Uncertain Fuzziness Knowl-Based Syst 11(5):635–652CrossRef Opricovic S, Tzeng GH (2003) Defuzzification within a multicriteria decision model. International Journal of Uncertainty. Int J Uncertain Fuzziness Knowl-Based Syst 11(5):635–652CrossRef
go back to reference Piltan M, Sowlati T (2016) A multi-criteria decision support model for evaluating the performance of partnerships. Expert Syst Appl 45:373–384CrossRef Piltan M, Sowlati T (2016) A multi-criteria decision support model for evaluating the performance of partnerships. Expert Syst Appl 45:373–384CrossRef
go back to reference RazaviToosi SL, Samani JMV (2012) Evaluating water transfer projects using analytic network process (ANP). Water Resour Manag 26:1999–2014CrossRef RazaviToosi SL, Samani JMV (2012) Evaluating water transfer projects using analytic network process (ANP). Water Resour Manag 26:1999–2014CrossRef
go back to reference RazaviToosi SL, Samani JMV (2014) A new integrated MADM technique combined with ANP, FTOPSIS and fuzzy max-min set method for evaluating water transfer projects. Water Resour Manag 28:4257–4272CrossRef RazaviToosi SL, Samani JMV (2014) A new integrated MADM technique combined with ANP, FTOPSIS and fuzzy max-min set method for evaluating water transfer projects. Water Resour Manag 28:4257–4272CrossRef
go back to reference RazaviToosi SL, Samani JMV (2016) Evaluating water management strategies in watersheds by new hybrid Fuzzy Analytical Network Process (FANP) methods. J Hydrol 534:364–376CrossRef RazaviToosi SL, Samani JMV (2016) Evaluating water management strategies in watersheds by new hybrid Fuzzy Analytical Network Process (FANP) methods. J Hydrol 534:364–376CrossRef
go back to reference RazaviToosi SL, Samani JMV (2017) Prioritizing watersheds using a novel hybrid decision model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR. Water Resour Manag 31(9):853–2867 RazaviToosi SL, Samani JMV (2017) Prioritizing watersheds using a novel hybrid decision model based on fuzzy DEMATEL, fuzzy ANP and fuzzy VIKOR. Water Resour Manag 31(9):853–2867
go back to reference RazaviToosi SL, Samani JMV, Koorehpazan Dezfuli A (2009) Ranking water transfer projects using fuzzy methods. Water Manag_ICE WM4 163:189–197 RazaviToosi SL, Samani JMV, Koorehpazan Dezfuli A (2009) Ranking water transfer projects using fuzzy methods. Water Manag_ICE WM4 163:189–197
go back to reference Saaty TL (1996) Decision making with dependence and feedback: the analytic network process: the organization and prioritization of complexity. RWS Publications, Pittsburgh Saaty TL (1996) Decision making with dependence and feedback: the analytic network process: the organization and prioritization of complexity. RWS Publications, Pittsburgh
go back to reference Sabbaghian RJ, Zarghami M, Nejadhashemi AP, Sharifi MB, Herman MR, Daneshvar F (2016) Application of risk-based multiple criteria decision analysis for selection of the best agricultural scenario for effective watershed management. J Environ Manag 168:260–272CrossRef Sabbaghian RJ, Zarghami M, Nejadhashemi AP, Sharifi MB, Herman MR, Daneshvar F (2016) Application of risk-based multiple criteria decision analysis for selection of the best agricultural scenario for effective watershed management. J Environ Manag 168:260–272CrossRef
go back to reference Srinivas R, Singh AP, Dhadse K, Garg C, Deshmukh A (2018) Sustainable management of a river basin by integrating an improved fuzzy based hybridized SWOT model and geo-statistical weighted thematic overlay analysis. J Hydrol 563:92–105CrossRef Srinivas R, Singh AP, Dhadse K, Garg C, Deshmukh A (2018) Sustainable management of a river basin by integrating an improved fuzzy based hybridized SWOT model and geo-statistical weighted thematic overlay analysis. J Hydrol 563:92–105CrossRef
go back to reference Tuzkaya G, Ozgen A, Ozgen D, Tuzkaya UR (2009) Environmental performance evaluation of suppliers: a hybrid fuzzy multi-criteria decision approach. Int J Environ Sci Technol 6:477–490CrossRef Tuzkaya G, Ozgen A, Ozgen D, Tuzkaya UR (2009) Environmental performance evaluation of suppliers: a hybrid fuzzy multi-criteria decision approach. Int J Environ Sci Technol 6:477–490CrossRef
go back to reference Zarghami M, Ardakanian R, Memariani A, Szidarovszky F (2008) Extended OWA operator for group decision making on water resources projects. J Water Res Pl-ASCE 134:266–275CrossRef Zarghami M, Ardakanian R, Memariani A, Szidarovszky F (2008) Extended OWA operator for group decision making on water resources projects. J Water Res Pl-ASCE 134:266–275CrossRef
go back to reference Zarghami M, Szidarovszky F, Ardakanian R (2009) Multi-attribute decision making on inter-basin water transfer projects. Sci Iran 16(1):73–80 Zarghami M, Szidarovszky F, Ardakanian R (2009) Multi-attribute decision making on inter-basin water transfer projects. Sci Iran 16(1):73–80
Metadata
Title
A Fuzzy Group Decision Making Framework Based on ISM-FANP-FTOPSIS for Evaluating Watershed Management Strategies
Authors
Seyedeh Leila RazaviToosi
J. M. V. Samani
Publication date
27-11-2019
Publisher
Springer Netherlands
Published in
Water Resources Management / Issue 15/2019
Print ISSN: 0920-4741
Electronic ISSN: 1573-1650
DOI
https://doi.org/10.1007/s11269-019-02423-4

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