Skip to main content
Erschienen in: Soft Computing 15/2019

06.06.2018 | Methodologies and Application

Water security evaluation based on the TODIM method with probabilistic linguistic term sets

verfasst von: Yixin Zhang, Zeshui Xu, Huchang Liao

Erschienen in: Soft Computing | Ausgabe 15/2019

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Nowadays, water security is becoming increasingly prominent and the water security problem becomes a primary bottleneck restricting China’s future sustainable development. Water security in China is thus worth conducting an in-depth study. This paper aims to explore an effective water security evaluation method. Based on the proposed definition of water security, an evaluation index system of water security is first built from the perspective of “pressure–state–response” conceptual model. Considering the indicators’ uncertainty and the decision makers’ (DMs’) limited knowledge, the DMs usually use linguistic terms to express their judgements. As a new type of linguistic variable, probabilistic linguistic term set (PLTS) not only allows the DMs to express their judgements with multiple linguistic terms but also can reflect the DMs’ different preference degrees over these possible linguistic terms. For the water security issue under probabilistic linguistic environment, a programming model is developed to derive the attribute weights. Then, the TODIM (an acronym in Portuguese for interactive multi-criteria decision making) method, which considers the psychological factors of the DMs, is used to evaluate water security based on the PLTS. Furthermore, a case study is conducted and some discussions and comparative analysis are carried out according to the case results.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Literatur
Zurück zum Zitat Bakker K (2012) Water security: research challenges and opportunities. Science 337:914–915CrossRef Bakker K (2012) Water security: research challenges and opportunities. Science 337:914–915CrossRef
Zurück zum Zitat Chang YT, Liu HL, Bao AM, Chen X, Wang L (2015) Evaluation of urban water resource security under urban expansion using a system dynamics model. Water Sci Technol Water Supply 15:1259–1274CrossRef Chang YT, Liu HL, Bao AM, Chen X, Wang L (2015) Evaluation of urban water resource security under urban expansion using a system dynamics model. Water Sci Technol Water Supply 15:1259–1274CrossRef
Zurück zum Zitat Cook C, Bakker K (2012) Water security: debating an emerging paradigm. Glob Environ Change 22:94–102CrossRef Cook C, Bakker K (2012) Water security: debating an emerging paradigm. Glob Environ Change 22:94–102CrossRef
Zurück zum Zitat Dai WY, Zhang R, Cheng ZY et al (2015) Research on water ecological security index system in Lanzhou based fuzzy comprehensive evaluation. Arid Zone Res 4:025 Dai WY, Zhang R, Cheng ZY et al (2015) Research on water ecological security index system in Lanzhou based fuzzy comprehensive evaluation. Arid Zone Res 4:025
Zurück zum Zitat French S, Hartley R, Thomas LC, White DJ (1983) Multi-objective decision making: based on the proceedings of a conference on multi-objective decision making. Academic Press, New YorkMATH French S, Hartley R, Thomas LC, White DJ (1983) Multi-objective decision making: based on the proceedings of a conference on multi-objective decision making. Academic Press, New YorkMATH
Zurück zum Zitat Gerlak AK, House-Peters L, Varady RG, Scott CA (2018) Water security: a review of place-based research. Environ Sci Policy 82:79–89CrossRef Gerlak AK, House-Peters L, Varady RG, Scott CA (2018) Water security: a review of place-based research. Environ Sci Policy 82:79–89CrossRef
Zurück zum Zitat Global Water Partnership (2000) Towards water security: a framework for action. Global Water Partnership (GWP), Stockholm Global Water Partnership (2000) Towards water security: a framework for action. Global Water Partnership (GWP), Stockholm
Zurück zum Zitat Gong L, Jin CL (2014) Urban water security evaluation system based on water poverty index. J Hydroelectr Eng 33:84–90 Gong L, Jin CL (2014) Urban water security evaluation system based on water poverty index. J Hydroelectr Eng 33:84–90
Zurück zum Zitat Han BL, Liu HX, Wang RS (2015) Urban ecological security assessment for cities in the Beijing-Tianjin-Hebei metropolitan region based on fuzzy and entropy methods. Ecol Model 318:217–225CrossRef Han BL, Liu HX, Wang RS (2015) Urban ecological security assessment for cities in the Beijing-Tianjin-Hebei metropolitan region based on fuzzy and entropy methods. Ecol Model 318:217–225CrossRef
Zurück zum Zitat Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and applications. Springer, BerlinCrossRefMATH Hwang CL, Yoon K (1981) Multiple attribute decision making: methods and applications. Springer, BerlinCrossRefMATH
Zurück zum Zitat Jiang Y (2015) China’s water security: current status, emerging challenges and future prospects. Environ Sci Policy 54:106–125CrossRef Jiang Y (2015) China’s water security: current status, emerging challenges and future prospects. Environ Sci Policy 54:106–125CrossRef
Zurück zum Zitat Jiang YP, Liang X, Liang HM (2017) An I-TODIM method for multi-attribute decision making with interval numbers. Soft Comput 21:5489–5506CrossRefMATH Jiang YP, Liang X, Liang HM (2017) An I-TODIM method for multi-attribute decision making with interval numbers. Soft Comput 21:5489–5506CrossRefMATH
Zurück zum Zitat Li CH, Sun L, Jia JX, Cai YP, Wang X (2016) Risk assessment of water pollution sources based on an integrated k-means clustering and set pair analysis method in the region of Shiyan. China Sci Total Environ 557:307–316CrossRef Li CH, Sun L, Jia JX, Cai YP, Wang X (2016) Risk assessment of water pollution sources based on an integrated k-means clustering and set pair analysis method in the region of Shiyan. China Sci Total Environ 557:307–316CrossRef
Zurück zum Zitat Li DL, Wu SY, Liu LB, Liang Z, Li SC (2017) Evaluating regional water security through a freshwater ecosystem service flow model: a case study in Beijing-Tianjian-Hebei region. China Ecol Indic 81:159–170CrossRef Li DL, Wu SY, Liu LB, Liang Z, Li SC (2017) Evaluating regional water security through a freshwater ecosystem service flow model: a case study in Beijing-Tianjian-Hebei region. China Ecol Indic 81:159–170CrossRef
Zurück zum Zitat Liao HC, Xu ZS, Zeng XJ, Merigó JM (2015) Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets. Knowl Based Syst 76:127–138CrossRef Liao HC, Xu ZS, Zeng XJ, Merigó JM (2015) Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets. Knowl Based Syst 76:127–138CrossRef
Zurück zum Zitat Liu KK, Li CH, Cai YP, Xu M, Xia XH (2014) Comprehensive evaluation of water resources security in the Yellow River basin based on a fuzzy multi-attribute decision analysis approach. Hydrol Earth Syst Sci 18:1605–1623CrossRef Liu KK, Li CH, Cai YP, Xu M, Xia XH (2014) Comprehensive evaluation of water resources security in the Yellow River basin based on a fuzzy multi-attribute decision analysis approach. Hydrol Earth Syst Sci 18:1605–1623CrossRef
Zurück zum Zitat Lu SB, Bao HJ, Pan HL (2016) Urban water security evaluation based on similarity measure model of vague sets. Int J Hydrogen Energy 41:15944–15950CrossRef Lu SB, Bao HJ, Pan HL (2016) Urban water security evaluation based on similarity measure model of vague sets. Int J Hydrogen Energy 41:15944–15950CrossRef
Zurück zum Zitat Luo B, Jiang SZ, Zheng YR, Chang TT, Peng WF (2016) Application of water poverty index based on the entropy weight method to water security evaluation of Sichuan Province. J Sichuan Normal Univ (Nat Sci) 4:029 Luo B, Jiang SZ, Zheng YR, Chang TT, Peng WF (2016) Application of water poverty index based on the entropy weight method to water security evaluation of Sichuan Province. J Sichuan Normal Univ (Nat Sci) 4:029
Zurück zum Zitat Pang Q, Xu ZS, Wang H (2016) Probabilistic linguistic term sets in multi-attribute group decision making. Inf Sci 369:128–143CrossRef Pang Q, Xu ZS, Wang H (2016) Probabilistic linguistic term sets in multi-attribute group decision making. Inf Sci 369:128–143CrossRef
Zurück zum Zitat Rodriguez RM, Martinez L, Herrera F (2012) Hesitant fuzzy linguistic term sets for decision making. IEEE Trans Fuzzy Syst 20:109–119CrossRef Rodriguez RM, Martinez L, Herrera F (2012) Hesitant fuzzy linguistic term sets for decision making. IEEE Trans Fuzzy Syst 20:109–119CrossRef
Zurück zum Zitat Shao DG, Yang FS, Xiao C, Tan XZ (2012) Evaluation of water security: an integrated approach applied in Wuhan urban agglomeration. China Water Sci Technol 66:79–87CrossRef Shao DG, Yang FS, Xiao C, Tan XZ (2012) Evaluation of water security: an integrated approach applied in Wuhan urban agglomeration. China Water Sci Technol 66:79–87CrossRef
Zurück zum Zitat Thapa BR, Ishidaira H, Pandey VP, Bhandari TM, Shakya NM (2018) Evaluation of water security in kathmandu valley before and after water transfer from another Basin. Water 10:224CrossRef Thapa BR, Ishidaira H, Pandey VP, Bhandari TM, Shakya NM (2018) Evaluation of water security in kathmandu valley before and after water transfer from another Basin. Water 10:224CrossRef
Zurück zum Zitat Veettil AV, Mishra AK (2016) Water security assessment using blue and green water footprint concepts. J Hydrol 542:589–602CrossRef Veettil AV, Mishra AK (2016) Water security assessment using blue and green water footprint concepts. J Hydrol 542:589–602CrossRef
Zurück zum Zitat Wei RJ, Liang C, Ren C, Zhao L (2013) Variable fuzzy recognition method of water resources security evaluation in Songhua Dam. South North Water Transf Water Sci Technol 11:1–5 Wei RJ, Liang C, Ren C, Zhao L (2013) Variable fuzzy recognition method of water resources security evaluation in Songhua Dam. South North Water Transf Water Sci Technol 11:1–5
Zurück zum Zitat Xu ZS (2005) Deviation measures of linguistic preference relations in group decision making. Omega 33:249–254CrossRef Xu ZS (2005) Deviation measures of linguistic preference relations in group decision making. Omega 33:249–254CrossRef
Zurück zum Zitat Yao JP, Ren YT, Wei S, Pei W (2018) Assessing the complex adaptability of regional water security systems based on a unified co-evolutionary model. J Hydroinf 20:34–48CrossRef Yao JP, Ren YT, Wei S, Pei W (2018) Assessing the complex adaptability of regional water security systems based on a unified co-evolutionary model. J Hydroinf 20:34–48CrossRef
Zurück zum Zitat Yin S, Guan DJ, Su WC, Gao WJ (2017) Integrated assessment and scenarios simulation of urban water security system in the southwest of China with system dynamics analysis. Water Sci Technol 76:2255–2267CrossRef Yin S, Guan DJ, Su WC, Gao WJ (2017) Integrated assessment and scenarios simulation of urban water security system in the southwest of China with system dynamics analysis. Water Sci Technol 76:2255–2267CrossRef
Zurück zum Zitat Yu HZ, Han M (2015) TOPSIS evaluation of water resource security in Shandong Province based on fuzzy matter-element model. Saf Environ Eng 6:001 Yu HZ, Han M (2015) TOPSIS evaluation of water resource security in Shandong Province based on fuzzy matter-element model. Saf Environ Eng 6:001
Zurück zum Zitat Zhang JY, Wang LC (2015) Assessment of water resource security in Chongqing City of China: what has been done and what remains to be done? Nat Hazards 75:2751–2772CrossRef Zhang JY, Wang LC (2015) Assessment of water resource security in Chongqing City of China: what has been done and what remains to be done? Nat Hazards 75:2751–2772CrossRef
Zurück zum Zitat Zhang YX, Xu ZS, Wang H, Liao HC (2016) Consistency-based risk assessment with probabilistic linguistic preference relation. Appl Soft Comput 49:817–833CrossRef Zhang YX, Xu ZS, Wang H, Liao HC (2016) Consistency-based risk assessment with probabilistic linguistic preference relation. Appl Soft Comput 49:817–833CrossRef
Metadaten
Titel
Water security evaluation based on the TODIM method with probabilistic linguistic term sets
verfasst von
Yixin Zhang
Zeshui Xu
Huchang Liao
Publikationsdatum
06.06.2018
Verlag
Springer Berlin Heidelberg
Erschienen in
Soft Computing / Ausgabe 15/2019
Print ISSN: 1432-7643
Elektronische ISSN: 1433-7479
DOI
https://doi.org/10.1007/s00500-018-3276-9

Weitere Artikel der Ausgabe 15/2019

Soft Computing 15/2019 Zur Ausgabe