Skip to main content

Sustainability Index: A Fuzzy Approach for a Municipal Decision Support System

  • Chapter
  • First Online:
Recent Developments and the New Direction in Soft-Computing Foundations and Applications

Part of the book series: Studies in Fuzziness and Soft Computing ((STUDFUZZ,volume 361))

  • 551 Accesses

Abstract

Changing the behavior and habits of people and promoting sustainable production and consumption, has caused investment and action by Governments in promoting sustainability as a development model. Although many studies have been developed to evaluate the conditions for sustainability, few take into account the economic, environmental and social aspects altogether. Thus, the aim of this study is the development of an index to measure the degree of sustainability of municipalities using indicators for the social, demographic, economic and environmental dimensions. The methodology employed here is based on the concepts of fuzzy logic which models is subjectivity, uncertainty and imprecision. The index is applied to all 5,565 municipalities in Brazil generating a national sustainability study. After an assessment of the data using our index, a comparison is made with the Municipal Human Development index. Similar results are obtained by both methodologies. However, we argue that a fuzzy logic approach is useful since it uses linguistic variables and is intuitive to implement. Thus, the sustainability index is suitable to aggregate the various indicators and it is an important tool for decision makers. Since it provides information that is useful for the formulation, monitoring and evaluation of public policies.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 169.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. G. Brundtland, M. Khalid, S. Agnelli, S. Al-Athel, B. Chidzero, L. Fadika, V. Hauff, I. Lang, M. Shijun, M.M. de Botero, M. Singh, Our Common Future (Brundtland report, 1987), p. 144

    Google Scholar 

  2. Ness, Barry et al. Categorizing tools for sustainability assessment. Ecological Economics, vol. 60, no. 3, pp. 498–508 (2007)

    Article  Google Scholar 

  3. R.K. Singh et al., An overview of sustainability assessment methodologies. Ecol. Ind. 15(1), 281–299 (2012)

    Article  Google Scholar 

  4. E.J. Jung, J.S. Kim, S.K. Rhee, The measurement of corporate environmental performance and its application to the analysis of efficiency in oil industry. J. Clean. Prod. 9(6), 551–563 (2001)

    Article  Google Scholar 

  5. F. Begić, N.H. Afgan, Sustainability assessment tool for the decision-making in selection of energy system—Bosnian case. Energy 32(10), 1979–1985 (2007)

    Article  Google Scholar 

  6. G.A. Mendoza, R. Prabhu, Fuzzy methods for assessing criteria and indicators of sustainable forest management. Ecol. Ind. 3(4), 227–236 (2004)

    Article  Google Scholar 

  7. J.H. Popp, D.E. Hyatt, D. Hoag, Modeling environmental condition with indices: a case study of sustainability and soil resources. Ecol. Model. 130, 131–143 (2000)

    Article  Google Scholar 

  8. Y.A. Pykh, E.T. Kennedy, W.E. Grant, An overview of systems analysis methods in delineating environmental quality indices. Ecol. Model. 130, 25–38 (2000)

    Article  Google Scholar 

  9. T. Prato, A fuzzy logic approach for evaluating ecosystem sustainability. Ecol. Model. 187(2), 361–368 (2005)

    Article  Google Scholar 

  10. A.L. Dahl, Achievements and gaps in indicators for sustainability. Ecol. Ind. 17, 14–19 (2012)

    Article  MathSciNet  Google Scholar 

  11. O.J. Kuik, A.J. Gilbert, J.C.J.M. van den Bergh, Indicators of sustainable development, in Handbook of environmental and resource economics (2002), pp. 722–730

    Google Scholar 

  12. L.A. Zadeh, Fuzzy sets. Information and control 8(3), 338–353 (1965)

    Article  MathSciNet  Google Scholar 

  13. W. Ocampo-Duque, N. Ferré-Huguet, J.L. Domingo, M. Schuhmacher, Assessing water quality in rivers with fuzzy inference systems: a case study. Environ. Int. 32(6), 733–742 (2006)

    Article  Google Scholar 

  14. W. Silvert, Ecological impact classification with fuzzy sets. Ecol. Model. 96(1), 1–10 (1997)

    Article  Google Scholar 

  15. W. Silvert, Fuzzy indices of environmental conditions. Ecol. Model. 130(1), 111–119 (2000)

    Article  Google Scholar 

  16. J.A.F. Roveda, A.C.A. Burghi, S.R.M.M. Roveda, Reconstruction of the environmental quality fuzzy index, in IFSA World Congress and NAFIPS Annual Meeting (IFSA/NAFIPS), 2013 Joint (IEEE, 2013). pp. 1086–1089

    Google Scholar 

  17. D. Canavese, N.R.S. Ortega, A proposal of a fuzzy rule-based system for the analysis of health and health environments in Brazil. Ecol. Ind. 34, 7–14 (2013)

    Article  Google Scholar 

  18. Y.A. Phillis, L.A. Andriantiatsaholiniaina, Sustainability: an ill-defined concept and its assessment using fuzzy logic. Ecol. Econ. 37(3), 435–456 (2001)

    Article  Google Scholar 

  19. Y.A. Phillis, E. Grigoroudis, V.S. Kouikoglou, Sustainability ranking and improvement of countries. Ecol. Econ. 70(3), 542–553 (2011)

    Article  Google Scholar 

  20. F. Gagliardi, M. Roscia, G. Lazaroiu, Evaluation of sustainability of a city through fuzzy logic. Energy 32(5), 795–802 (2007)

    Article  Google Scholar 

  21. S. Sepúlveda, Desenvolvimento microrregional sustentável: métodos para planejamento local (IICA, Brasília, 2005), p. 25

    Google Scholar 

  22. I.B.G.E. Brasil, Instituto Brasileiro de geografia e Estatística. Indicadores de Desenvolvimento Sustentavel (Brasil, 2015), p. 351

    Google Scholar 

  23. W. Pedrycz, F. Gomide, An Introduction to Fuzzy Sets: Analysis and Design (Mit Press,1998)

    Google Scholar 

  24. G J. Klir, Y. Bo, Fuzzy sets and fuzzy logic, theory and applications (2008)

    Google Scholar 

  25. T.J. Ross, Fuzzy Logic with Engineering Applications (Wiley, 2009)

    Google Scholar 

  26. S. Anand, A. Sen, Human development index: methodology and measurement (No. HDOCPA-1994-02). Human Development Report Office (HDRO), United Nations Development Programme (UNDP) (1994)

    Google Scholar 

Download references

Acknowledgements

S. R. M. M. Roveda thanks São Paulo Research Foundation (FAPESP) for grant #2015/07714-4. J. A. F. Roveda thanks Capes for grant #1846-15-9. W. A. Lodwick thanks CNPq grant #400754/2014-2. This work is partially supported by FAPESP grant # 2015/07714-4, Capes grant #1846-15-9 and CNPq grant #400754/2014-2.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to L. F. S. Soares .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2018 Springer International Publishing AG, part of Springer Nature

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Soares, L.F.S., Roveda, S.R.M.M., Roveda, J.A.F., Lodwick, W.A. (2018). Sustainability Index: A Fuzzy Approach for a Municipal Decision Support System. In: Zadeh, L., Yager, R., Shahbazova, S., Reformat, M., Kreinovich, V. (eds) Recent Developments and the New Direction in Soft-Computing Foundations and Applications. Studies in Fuzziness and Soft Computing, vol 361. Springer, Cham. https://doi.org/10.1007/978-3-319-75408-6_50

Download citation

  • DOI: https://doi.org/10.1007/978-3-319-75408-6_50

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-75407-9

  • Online ISBN: 978-3-319-75408-6

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics