Skip to main content

Multiattribute Decision Analysis Methods

  • Chapter
  • First Online:
Multicriteria Decision Analysis in Geographic Information Science

Part of the book series: Advances in Geographic Information Science ((AGIS))

Abstract

Although a wide range of multiattribute decision analysis (MADA) methods are available, the theoretical and applied research about GIS-MADA has focused on relatively small number of multiattribute procedures including: the weighted linear combination, ideal point methods, the analytic hierarchy process/analytic network process, and outranking methods. These four methods will be discussed in this chapter. We will introduce the conventional MADA methods and discuss their extensions to the spatially explicit models. This chapter also provides a brief overview of the GIS-based applications for each of the four methods.  

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 189.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 249.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 249.99
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

  • Aissi, H., Chakhar, S., & Mousseau, V. (2012). GIS-based multicriteria evaluation approach for corridor siting. Environment and Planning B, 39(2), 287–307.

    Google Scholar 

  • Anagnostopoulos, K. P., Vavatsikos, A. P., Spiropoulos, N., & Kraias, I. (2010). Land suitability analysis for natural wastewater treatment systems using a new GIS add-in for supporting criterion weight elicitation methods. Operational Research, 10(1), 91–108.

    Google Scholar 

  • Baja, S., Chapman, D. M., & Dragovich, D. (2007). Spatial based compromise programming for multiple criteria decision making in land use planning. Environmental Modeling and Assessment, 12, 171–184.

    Google Scholar 

  • Banai, R. (1993). Fuzziness in geographic information systems: contributions from the analytic hierarchy process. International Journal of Geographical Information Systems, 7(4), 315–329.

    Google Scholar 

  • Banai, R. (1998). Transit-oriented development suitability analysis by the analytic hierarchy process and a geographic information system: a prototype procedure. Journal of Public Transportation, 2(1), 65–143.

    Google Scholar 

  • Banai, R. (2005). Anthropocentric problem solving in planning and design, with analytic hierarchy process. Journal of Architectural and Planning Research, 22(2), 107–120.

    Google Scholar 

  • Banai, R. (2010). Evaluation of land use-transportation systems with the Analytic Network Process. The Journal of Transportation and Land Use, 3(1), 85–112.

    Google Scholar 

  • Banai, R., & Wakolbinger, T. (2011). A measure of regional influence with the analytic network process. Socio-Economic Planning Sciences, 45(4), 165–173.

    Google Scholar 

  • Barzilai, J. (1998). Consistency measures for pairwise comparison matrices. Journal of Multi-Criteria Decision Analysis, 7(3), 123–132.

    Google Scholar 

  • Bell, N., Schuurman, N., & Hayes, M. V. (2007). Using GIS-based methods of multicriteria analysis to construct socio-economic deprivation indices. Intentional Journal of Health Geography, 6(1), 17.

    Google Scholar 

  • Belton, V., & Gear, T. (1983). On a shortcoming of Saaty’s method of analytic hierarchies. Omega, 11(3), 228–230.

    Google Scholar 

  • Benayoun, R., Roy, B., Sussman, B. (1966). ELECTRE: une methode pour guider le choix en presence de points de de vue multiples. Direction Scientifique de la SEMA, Note de Travail 49. Paris, France (in French).

    Google Scholar 

  • Berger, P. A. (2006). Generating agricultural landscapes for alternative futures analysis: A multiple attribute decision-making model. Transactions in GIS, 10(1), 103–120.

    Google Scholar 

  • Bodily, S. E. (1985). Modern decision making: a guide to modeling with decision support systems. New York: McGraw-Hill Book Company.

    Google Scholar 

  • Boerboom, L. G. J., Sharifi, M. A., Shamsudin, K., & Kabir, A. (2006). Spatial multi - criteria evaluation to strengthen governance: developments in Malaysian planning. In K. Shamsudin (Ed.), Implementing multi-criteria decision making MCDM in Malaysian town planning (pp. 103–118). Kuala Lumpur: Federal Department of Town and Country Planning.

    Google Scholar 

  • Boroushaki, S., & Malczewski, J. (2008). Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS. Computers & Geosciences, 34(4), 399–410.

    Google Scholar 

  • Boroushaki, S., & Malczewski, J. (2010). ParticipatoryGIS: A web-based collaborative GIS and multicriteria decision analysis. URISA Journal, 22(1), 23–32.

    Google Scholar 

  • Bouyssou, D., & Vansnick, J. C. (1986). Noncompensatory and generalized noncompensatory preference structures. Theory and Decision, 21(3), 251–266.

    Google Scholar 

  • Brans, J., & Mareschal, B. (1994). The PROMCALC and GAIA decision support system for multicriteria decision aid. Decision Support Systems, 12, 297–310.

    Google Scholar 

  • Brans, J., Mareschal, B., Vincke, P. (1984). PROMETHEE: A new family of outranking methods in multicriteria analysis. In J. Brans (Ed.) Proceedings of International Federation of Operational Research Societies (IFORS) on operational research, August 6–10, 1984, Washington, D.C., (pp. 477–490). Belgium: Universite Libre de Bruxelles.

    Google Scholar 

  • Can, A. (1992). Residential quality assessment: alternative approaches using GIS. The Annals of Regional Science, 23(1), 97–110.

    Google Scholar 

  • Carrara, P., Bordogna, G., Boschetti, M., Brivio, P. A., Nelson, A., & Stroppiana, D. (2008). A flexible multi-source spatial-data fusion system for environmental status assessment at continental scale. International Journal of Geographical Information Science, 22(7), 781–799.

    Google Scholar 

  • Carter, B., & Rinner, C. (2014). Locally weighted linear combination in a vector geographic information system. Journal of Geographical Systems, 16(3), 343–361.

    Google Scholar 

  • Carver, S. J. (1991). Integrating multi-criteria evaluation with geographical information systems. International Journal of Geographical Information Systems, 5(3), 321–339.

    Google Scholar 

  • Chakhar, S., & Mousseau, V. (2007). Spatial multicriteria decision making. In S. Shehkar & H. Xiong (Eds.), Encyclopedia of Geographic Information Science. New York: Springer-Verlag.

    Google Scholar 

  • Chakhar, S., & Mousseau, V. (2008). GIS-based multicriteria spatial modeling generic framework. International Journal of Geographical Information Science, 22(11–12), 1159–1196.

    Google Scholar 

  • Chakhar, S., Mousseau, V., Pusceddu, C., Roy, B. (2005). Decision map for spatial decision making. In: The 9th international computers in urban planning and urban management conference (CUPUM’05), July 29–August 1, 2005, London.

    Google Scholar 

  • Chen, Y., & Paydar, Z. (2012). Evaluation of potential irrigation expansion using a spatial fuzzy multi-criteria decision framework. Environmental Modelling and Software, 38, 147–157.

    Google Scholar 

  • Chen, K., Blong, R., & Jacobson, C. (2001). MCE-RISK: integrating multicriteria evaluation and GIS for risk decision-making in natural hazards. Environmental Modelling and Software, 16(4), 387–397.

    Google Scholar 

  • Chen, Y., Khan, S., & Paydar, Z. (2010). To retire or expand? A fuzzy GIS-based spatial multi-criteria evaluation framework for irrigated agriculture. Irrigation and Drainage, 59(2), 174–188.

    Google Scholar 

  • Clements, A. C. A., Pfeiffer, D. U., & Martin, V. (2006). Application of knowledge-driven spatial modelling approaches and uncertainty management to a study of Rift Valley fever in Africa. International Journal of Health Geographics, 5, 57.

    Google Scholar 

  • Crecente, J. M., Santé, I., Díaz, C., & Crecente, R. (2012). A multicriteria approach to support the location of thalassotherapy (seawater therapy) resorts: application to Galicia region NW Spain. Landscape and Urban Planning, 104(1), 135–147.

    Google Scholar 

  • de Araújo, C. C., & Macedo, A. B. (2002). Multicriteria geologic data analysis for mineral favorability mapping: Application to a metal sulphide mineralized area, Ribeira Valley Metallogenic Province Brazil. Natural Resources Research, 11(1), 29–43.

    Google Scholar 

  • Eastman, J.R. (1997). IDRISI for Windows, Version 2.0: Tutorial exercises. Worcester: Clark University.

    Google Scholar 

  • Eastman, J. R., Kyem, P. A. K., Toledano, J., & Jin, W. (1993). GIS and decision making. Geneva: UNITAR.

    Google Scholar 

  • Eastman, J. R., Jin, W. G., Kyem, P., & Toledano, J. (1995). Raster procedures for multicriteria multiobjective decisions. Photogrammetric Engineering and Remote Sensing, 61(5), 539–547.

    Google Scholar 

  • Elaalem, M., Comber, A., & Fisher, P. (2011). A comparison of fuzzy AHP and ideal point methods for evaluating land suitability. Transactions in GIS, 15(3), 329–346.

    Google Scholar 

  • Eldrandaly, K. A. (2013). Exploring multi-criteria decision strategies in GIS with linguistic quantifiers: an extension of the analytical network process using ordered weighted averaging operators. International Journal of Geographical Information Science, 27(12), 2455–2482.

    Google Scholar 

  • Feizizadeh, B., & Blaschke, T. (2013). Land suitability analysis for Tabriz County, Iran: a multi-criteria evaluation approach using GIS. Journal of Environmental Planning and Management, 56(1), 1–23.

    Google Scholar 

  • Ferretti, V., & Pomarico, S. (2012). Integrated sustainability assessments: a spatial multicriteria evaluation for siting a waste incinerator plant in the Province of Torino (Italy). Environment, Development and Sustainability, 14(5), 843–867.

    Google Scholar 

  • Figueira, J., Mousseau, V., Roy, B. (2005). ELECTRE methods. In: J. Figueira, S. Greco, M. Ehrgott (Eds.), Multiple Criteria Decision Analysis: State of the Art Surveys, (pp. 133–162). Berlin: Springer.

    Google Scholar 

  • Figueira, J. R., Greco, S., Roy, B., & Słowiński, R. (2010). ELECTRE methods: Main features and recent developments. In C. Zopounidis & P. M. Pardalos (Eds.), Handbook of multicriteria analysis (pp. 51–89). Berlin: Springer.

    Google Scholar 

  • Fischer, G. W. (1995). Range sensitivity of attribute weights in multiattribute value models. Organizational Behavior and Human Decision Processes, 62(3), 252–266.

    Google Scholar 

  • Gao, X., & Asami, Y. (2005). Estimating the boundary lines of land lots with a multiobjective optimization approach. Environment and Planning B: Planning and Design, 32(4), 581–596.

    Google Scholar 

  • Gemitzi, A., Tsihrintzis, V. A., Voudrias, E., Petalas, C., & Stravodimos, G. (2007). Combining geographic information system, multicriteria evaluation techniques and fuzzy logic in siting MSW landfills. Environmental Geology, 51(5), 797–811.

    Google Scholar 

  • Geneletti, D. (2005). Practice report: Multicriteria analysis to compare the impact of alternative road corridors: A case study in northern Italy. Impact Assessment and Project Appraisal, 23(2), 135–146.

    Google Scholar 

  • Gilliams, S., Raymaekers, D., Muys, B., & van Orshoven, J. (2005). Comparing multiple criteria decision methods to extend a geographical information system on afforestation. Computers and Electronics in Agriculture, 49(1), 142–158.

    Google Scholar 

  • Goicoechea, A., Hansen, D. R., & Duckstein, L. (1982). Multiobjective decision analysis with engineering and business applications. New York: John Wiley & Sons.

    Google Scholar 

  • Goodwin, P., & Wright, G. (1998). Decision analysis for management judgment. Chichester: Wiley.

    Google Scholar 

  • Gorsevski, P. V., Jankowski, P., & Gessler, P. E. (2006). An heuristic approach for mapping landslide hazard by integrating fuzzy logic with analytic hierarchy process. Control and Cybernetics, 35(1), 121–146.

    Google Scholar 

  • Guimarães Pereira, A., Munda, G., & Paruccini, M. (1994). Generating alternatives for siting retail and service facilities using genetic algorithms and multiple criteria decision techniques. Journal of Retailing and Consumer Services, 1(1), 40–47.

    Google Scholar 

  • Heywood, I., Oliver, J., & Tomlinson, S. (1995). Building an exploratory multi-criteria modeling environment for spatial decision support. In P. Fisher (Ed.), Innovations in GIS 2 (pp. 127–136). Bristol: Taylor & Francis.

    Google Scholar 

  • Hill, M., Braaten, J. R., Veitch, S. M., Lees, B. G., & Sharma, S. (2005). Multi-criteria decision analysis in spatial decision support: The ASSESS analytic hierarchy process and the role of quantitative methods and spatially explicit analysis. Environmental Modelling and Software, 20(7), 955–976.

    Google Scholar 

  • Hobbs, B. F. (1980). A comparison of weighting methods in power plant siting. Decision Sciences, 11(4), 725–737.

    Google Scholar 

  • Hobbs, B. F., & Meier, P. (2000). Energy decisions and the environment: A guide to the use of multicriteria methods. Boston: Kluwer Academic Publishers.

    Google Scholar 

  • Hood, A., Cechet, B., Hossain, H., & Sheffield, K. (2006). Options for Victorian agriculture in a “new” climate: Pilot study linking climate change and land suitability modeling. Environmental Modelling and Software, 21(9), 1280–1289.

    Google Scholar 

  • Hwang, C. L., & Yoon, K. (1981). Multiple attribute decision making: methods and applications. Berlin: Springer.

    Google Scholar 

  • Ilić, I., Bogdanović, D., Živković, D., Milošević, N., & Todorović, B. (2011). Optimization of heavy metals total emission, case study: Bor (Serbia). Atmospheric Research, 101(1–2), 450–459.

    Google Scholar 

  • Ishizaka, A., Nemery, P., & Lidouh, K. (2013). Location, selection for the construction of a casino in the greater London region: A triple multi-criteria approach. Tourism Management, 34(1), 211–220.

    Google Scholar 

  • Jankowski, P. (1995). Integrating geographical information systems and multiple criteria decision making methods. International Journal of Geographical Information Systems, 9(3), 251–273.

    Google Scholar 

  • Jankowski, P., & Ewart, G. (1996). Spatial decision support system for health practitioners: selecting a location of rural health practice. Geographical Systems, 3(2), 279–299.

    Google Scholar 

  • Jankowski, P., & Richard, L. (1994). Integration of GIS-based suitability analysis and multicriteria evaluation in a spatial decision support system for route selection. Environment and Planning B, 21(3), 326–339.

    Google Scholar 

  • Jiang, H., & Eastman, J. R. (2000). Application of fuzzy measures in multi-criteria evaluation in GIS. International Journal of Geographical Information Systems, 14(2), 173–184.

    Google Scholar 

  • Joerin, F. (1995). Méthode multicritère d’aide à la décision et SIG pour la recherche d’un site. Revue Internationale de Géomatique, 5(1), 37–51.

    Google Scholar 

  • Joerin, F., & Musy, A. (2000). Land management with GIS and multicriteria analysis. International Transactions in Operational Research, 7(1), 67–78.

    Google Scholar 

  • Joerin, F., Theriault, M., & Musy, A. (2001). Using GIS and outranking multi-criteria analysis for land-use suitability assessment. International Journal of Geographical Information Science, 15(2), 74–153.

    Google Scholar 

  • Jun, C. (2000). Design of an intelligent geographic information system for multi-criteria site analysis. URISA Journal, 12(3), 5–17.

    Google Scholar 

  • Karnatak, H. K., Saran, S., Bhatia, K., & Roy, P. S. (2007). Multicriteria spatial decision analysis in web GIS environment. GeoInformatica, 11(4), 407–429.

    Google Scholar 

  • Karni, E., & Werczberger, E. (1995). The compromise criterion in MCDM: interpretation and sensitivity to the p parameter. Environment and Planning B, 22(3), 407–418.

    Google Scholar 

  • Keeney, R. L. (1992). Value-focused thinking: a path to creative decision making. Cambridge: Harvard University Press.

    Google Scholar 

  • Klungboonkrong, P., & Taylor, M. A. P. (1998). A microcomputer-based- system for multicriteria environmental impacts evaluation of urban road networks. Computers, Environment and Urban Systems, 22(5), 425–446.

    Google Scholar 

  • Komac, M. (2006). A landslide susceptibility model using the Analytical Hierarchy Process method and multivariate statistics in perialpine Slovenia. Geomorphology, 74(1–4), 17–28.

    Google Scholar 

  • Koo, B. K., & O’Connell, P. E. (2006). An integrated modelling and multicriteria analysis approach to managing nitrate diffuse pollution: 1. Framework and methodology. Science of the Total Environment, 259(1–3), 1–16.

    Google Scholar 

  • Lai, S. K., & Hopkins, L. D. (1989). The meanings of trade-offs in multiattribute evaluation methods: a comparison. Environment and Planning B, 16(2), 155–170.

    Google Scholar 

  • Lidouh, K., De Smet, Y., Zimanyi, E. (2009). An adaptation of the GAIA visualization method for cartography, In Proceedings of Computational Intelligence in Multicriteria Decision-Making (MDCM), 2011 IEEE Symposium on, Paris (pp. 29–35). April 11–15, 2011.

    Google Scholar 

  • Ligmann-Zielinska, A. (2009). The impact of risk-taking attitudes on a land use pattern: an agent based model of residential development. Journal of Land Use Science, 4(4), 215–232.

    Google Scholar 

  • Ligmann-Zielinska, A., & Jankowski, P. (2012). Impact of proximity-adjusted preferences on rank-order stability in geographical multicriteria decision analysis. Journal of Geographical Systems, 14(2), 167–187.

    Google Scholar 

  • Lin, W. T. (2008). Earthquake-induced landslide hazard monitoring and assessment using SOM and PROMETHEE techniques: A case study at the Chiufenershan area in Central Taiwan. International Journal of Geographical Information Science, 22(9), 995–1012.

    Google Scholar 

  • Liu, C., Frazier, P., Kumar, L., Macgregor, C., & Blake, N. (2006). Catchment-wide wetland assessment and prioritization using the multi-criteria decision-making method TOPSIS. Environmental Management, 32(2), 316–326.

    Google Scholar 

  • Macary, F., Leccia, O., Almeida Dias, J., Morin, S., & Sanchez-Pérez, J. (2013). Agro-environmental risk evaluation by a spatialised multi-criteria modelling combined with the PIXAL method. Revue internationale de géomatique, 23(1), 39–70.

    Google Scholar 

  • Makropoulos, C. K., & Butler, D. (2005). A multi-objective evolutionary programming approach to the ‘object location’ spatial analysis and optimisation problem within the urban water management domain. Civil Engineering and Environmental Systems, 22(2), 85–108.

    Google Scholar 

  • Makropoulos, C. K., & Butler, D. (2006). Spatial ordered weighted averaging: Incorporating spatially variable attitude towards risk in spatial multi-criteria decision-making. Environmental Modelling and Software, 21(1), 69–84.

    Google Scholar 

  • Makropoulos, C. K., Argyrou, E., Memon, F. A., & Butler, D. (2007). A suitability evaluation tool for siting wastewater treatment facilities in new urban developments. Urban Water Journal, 4(2), 61–78.

    Google Scholar 

  • Malczewski, J. (1996). A GIS-based approach to multiple criteria group decision-making. International Journal of Geographical Information Science, 10(8), 71–955.

    Google Scholar 

  • Malczewski, J. (2000). On the use of weighted liner combination method in GIS: Common and best practice approaches. Transactions in GIS, 4(1), 5–22.

    Google Scholar 

  • Malczewski, J. (2004). GIS-based land-use suitability analysis: a critical overview. Progress in Planning, 62(1), 3–65.

    Google Scholar 

  • Malczewski, J. (2006a). GIS-based multicriteria decision analysis: A survey of the literature. International Journal of Geographical Information Science, 20(7), 26–703.

    Google Scholar 

  • Malczewski, J. (2006b). Ordered weighted averaging with fuzzy quantifiers: GIS-based multicriteria evaluation for land-use suitability analysis. International Journal of Applied Earth Observation and Geoinformation, 8(4), 270–277.

    Google Scholar 

  • Malczewski, J. (2011). Local weighted linear combination. Transactions in GIS, 15(4), 439–455.

    Google Scholar 

  • Malczewski, J., Chapman, T., Flegel, C., Walters, D., Shrubsole, D., & Healy, M. A. (2003). GIS-multicriteria evaluation with Ordered Weighted Averaging (OWA): Developing management strategies for rehabilitation and enhancement projects in the Cedar Creek watershed, Ontario. Canada. Environment and Planning A, 35(10), 1769–1784.

    Google Scholar 

  • Malczewski, J., & Liu, X. (2014). Local ordered weighted averaging in GIS-based multicriteria analysis. Annals of GIS, 20(2), 117–129.

    Google Scholar 

  • Malczewski, J., Pazner, M., & Zaliwska, M. (1997). GIS-based techniques for visualizing multicriteria location analysis: a case study. Cartography and Geographic Information Systems, 24(2), 80–90.

    Google Scholar 

  • Malczewski, J., & Rinner, C. (2005). Exploring multicriteria decision strategies in GIS with linguistic quantifiers: A case study of residential quality evaluation. Journal of Geographical Systems, 7(2), 249–268.

    Google Scholar 

  • Marinoni, O. (2005). A stochastic spatial decision support system based on PROMETHEE. International Journal of Geographical Information Science, 19(1), 51–68.

    Google Scholar 

  • Marinoni, O. (2006). Benefits of the combined use of stochastic multi-criteria evaluation with principal components analysis. Stochastic Environmental Research and Risk Assessment, 20(5), 319–343.

    Google Scholar 

  • Martin, N. J., St Onge, B., & Waaub, J. P. (2003). An integrated decision aid system for the development of Saint Charles River alluvial plain, Quebec, Canada. International Journal of Environment and Pollution, 12(2–3), 264–279.

    Google Scholar 

  • Massam, B. H. (1993). The Right Place: Shared Responsibility and the location of Public Facilities. Harlow: Longman Scientific and Technical.

    Google Scholar 

  • Massei, G., Rocchi, L., Paolotti, L., & Boggia, A. (2013). Development of multicriteria modules for environmental valuation in GRASS GIS. Aestimum, 63, 129–143.

    Google Scholar 

  • Melo, A. L. O., Calijuri, M. L., Duarte, I. C. D., Azevedo, R. F., & Lorentz, J. F. (2006). Strategic decision analysis for selection of landfill sites. International Civil Engineering Abstracts, 132(2), 83–93.

    Google Scholar 

  • Mendes, J. F. G., & Motizuki, W. S. (2001). Urban quality of life evaluation scenarios: The case of São Carlos in Brazil. CTBUH Review, 1(2), 1–11.

    Google Scholar 

  • Meng, Y., & Malczewski (2010). Web-PPGIS usability and public engagement: A case study in Canmore, Alberta. Journal of URISA, 22(1), 55–64.

    Google Scholar 

  • Munda, G. (2008). Social multi-criteria evaluation for a sustainable economy. New York: Springer.

    Google Scholar 

  • Murphy, P. J. (2014). Criterium DecisionPlus. In K. M. Reynolds, P. F. Hessburg, & P. S. Bourgeron (Eds.), Making transparent environmental management decisions (pp. 35–60). Berlin: Springer.

    Google Scholar 

  • Nadi, S., & Delavar, M. R. (2011). Multi-criteria, personalized route planning using quantifier-guided ordered weighted averaging operators. International Journal of Applied Earth Observation and Geoinformation, 13(3), 322–335.

    Google Scholar 

  • Natividade-Jesus, E., Coutinho-Rodrigues, J., & Antunes, C. H. (2007). A multicriteria decision support system for housing evaluation. Decision Support Systems, 43(3), 779–790.

    Google Scholar 

  • Neaupane, K. M., & Piantanakulchai, M. (2006). Analytic network process model for landslide hazard zonation. Engineering Geology, 85(3–4), 281–294.

    Google Scholar 

  • Nekhay, O., Arriaza, M., & Boerboom, L. (2009). Evaluation of soil erosion risk using Analytic Network Process and GIS: A case study from Spanish mountain olive plantations. Journal of Environmental Management, 90(10), 3091–3104.

    Google Scholar 

  • Nijkamp, P., & van Delft, A. (1977). Multicriteria analysis and regional decision-making. Leiden: Martinus Nijhoff.

    Google Scholar 

  • O’Hagan, M. (1990). A fuzzy neuron based maximum entropy-ordered weighting averaging. In B. Bouchon-Meunier, R. R. Yager, & L. A. Zadeh (Eds.), Uncertainty in Knowledge Bases (pp. 598–609). Berlin: Springer Verlag.

    Google Scholar 

  • Ozturk, D., & Batuk, F. (2011). Implementation of GIS-based multicriteria decision analysis with VB in ArcGIS. International Journal of Information Technology & Decision Making, 10(6), 1023–1042.

    Google Scholar 

  • Pereira, J. M. C., & Duckstein, L. (1993). A multiple criteria decision-making approach to GIS-based land suitability evaluation. International Journal of Geographical Information Systems, 7(5), 407–424.

    Google Scholar 

  • Prato, T. (2008). Stochastic multiple attribute evaluation of land use policies. Ecological Modelling, 219(1–2), 115–124.

    Google Scholar 

  • Proulx, F., Rodriguez, M. J., Sérodes, J., & Bouchard, C. (2007). A methodology for identifying vulnerable locations to taste and odour problems in a drinking water system. Water Science and Technology, 55(5), 177–183.

    Google Scholar 

  • Qin, X. (2013). Local Ideal Point Method for GIS-based Multicriteria Analysis: A Case Study in London, Ontario. Master’s Thesis, Department of Geography, University of Western Ontario, London.

    Google Scholar 

  • Rahman, M. A., Rusteberg, B., Gogu, R. C., Lobo Ferreira, J. P., & Sauter, M. (2012). A new spatial multi-criteria decision support tool for site selection for implementation of managed aquifer recharge. Journal of Environmental Management, 99, 61–75.

    Google Scholar 

  • Rashed, T., & Weeks, J. (2003). Assessing vulnerability to earthquake hazards through spatial multicriteria analysis of urban areas. International Journal of Geographical Information Science, 17(6), 547–576.

    Google Scholar 

  • Reynolds, K. M., & Hessburg, P. F. (2014). An overview of the ecosystem management decision-support system. In K. M. Reynolds, P. F. Hessburg, & P. S. Bourgeron (Eds.), Making transparent environmental management decisions (pp. 3–22). Berlin: Springer.

    Google Scholar 

  • Reynolds, K.M., Rodriguez, S., Bevans, K. (2003). User guide for the ecosystem management decision support system, Version 3.0. Redlands: Environmental Systems Research Institute, p. 89.

    Google Scholar 

  • Rinner, C., & Heppleston, A. (2006). The spatial dimensions of multi-criteria evaluation -case study of a home buyer’s spatial decision support system. In M. Raubal, H.J. Miller, A.U. Frank, M.F. Goodchild (Eds.), GIScience (pp. 338–352). LNCS Series No. 4197. Heidelberg: Springer.

    Google Scholar 

  • Rinner, C., & Malczewski, J. (2002). Web-enabled spatial decision analysis using ordered weighted averaging (OWA). Journal of Geographical Systems, 4(4), 385–403.

    Google Scholar 

  • Rinner, C., & Raubal, M. (2004). Personalized multi-criteria decision strategies in location-based decision support. Journal of Geographic Information Science, 10(2), 149–156.

    Google Scholar 

  • Rinner, C., & Taranu, J. P. (2006). Map-based exploratory evaluation of non-medical determinants of population health. Transaction GIS, 10(4), 633–649.

    Google Scholar 

  • Rogers, M., & Bruen, M. (1998). Choosing realistic values of indifference, preference and veto thresholds for use with environmental criteria within ELECTRE. European Journal of Operational Research, 107(3), 542–551.

    Google Scholar 

  • Roy, B. (1968). Classement et choix en présence de points de vue multiples: La méthode ELECTRE. Revue d’Informatique et de Recherche Opérationelle (RIRO), 8, 57–75.

    Google Scholar 

  • Saaty, T. L. (1980). The Analytic Hierarchy Process. New York: McGraw-Hill.

    Google Scholar 

  • Saaty, T. L. (1996). Decision Making with Dependence and Feedback: The Analytic Network |Process. Pittsburgh: RWS Publications.

    Google Scholar 

  • Rahmarv, Md. R., & Saha, S.K. (2008). Remote sensing, spatial multi criteria evaluation (SMCE) and analytical hierarchy process (AHP) in optimal cropping pattern planning for a flood prone area. Journal of Spatial Science, 53(2), 161–177.

    Google Scholar 

  • Sadeghi-Niaraki, A., & Kim, K. (2009). Ontology based personalized route planning system using a multi-criteria decision making approach. Expert Systems with Applications, 36(2), 2250–2259.

    Google Scholar 

  • Salt, C. A., & Culligan Dunsmore, M. (2000). Development of a spatial decision support system for post-emergency management of radioactively contaminated land. Journal of Environmental Management, 58(3), 169–178.

    Google Scholar 

  • Santé-Riveira, I., Crecente-Maseda, R., & Miranda-Barrós, D. (2008). GIS-based planning support system for rural land-use allocation. Computers and Electronics in Agriculture, 63(2), 257–273.

    Google Scholar 

  • Sharifi, M.A., Boerboom, L., Shamsudin, K. (2004). Application of multiple criteria decision analysis in the Klang Valley integrated land use and transportation study. Malaysian Journal of Town Planning.

    Google Scholar 

  • Siddiqui, M. Z., Everett, J. W., & Vieux, B. E. (1996). Landfill siting using Geographic Information Systems: A demonstration. Journal of Environmental Engineering, 122(6), 515–523.

    Google Scholar 

  • Simonovic, S. P., & Nirupama, A. (2005). Spatial multi-objective decision-making under uncertainty for water resources management. Journal of Hydroinformatics, 7(2), 117–133.

    Google Scholar 

  • Sipahin, S., & Mehpare, T. (2010). The analytic hierarchy process and analytic network process: an overview of applications. Management Decision, 48(5), 775–808.

    Google Scholar 

  • Sobrie, O., Pirlot, M., & Joerin, F. (2013). Intégration de la méthode d’aide à la décision ELECTRE TRI dans un système d’information géographique open source. Revue internationale de géomatique, 23(1), 13–38.

    Google Scholar 

  • Stewart, T. J. (1992). A critical survey on the status of multiple criteria decision making: theory and practice. OMEGA, 20(5–6), 569–586.

    Google Scholar 

  • Stewart, T. J. (1996). Robustness of additive value function methods in MCDM. Journal of Multi-Criteria Decision Analysis, 5(4), 301–309.

    Google Scholar 

  • Stimson, R., Chhetri, P., Akbar, D., Western, J. (2006). Deriving Spatial Metropolitan Wide Patterns of Quality of Life Dimensions from Survey Data: The Case of the Brisbane-South East Queensland Region. In proceedings of 46th Congress of the European Regional Science Association International, Volos, August 30th–September 3rd, 2006, Paper No. 42.

    Google Scholar 

  • Strager, M. P., & Rosenberger, R. S. (2007). Aggregating high-priority landscape areas to the parcel level: An easement implementation tool. Journal of Environmental Management, 82(2), 290–298.

    Google Scholar 

  • Sumathi, V. R., Natesan, U., & Sarkar, C. (2008). GIS-based approach for optimized siting of municipal solid waste landfill. Waste Management, 28(11), 2146–2160.

    Google Scholar 

  • Taleai, M., Sharifi, A., Sliuzas, R., & Mesgari, M. (2007). Evaluating the compatibility of multi-functional and intensive urban land uses. International Journal of Applied Earth Observation and Geoinformation, 9(4), 375–391.

    Google Scholar 

  • Tassinari, P., & Torreggiani, D. (2006). Location planning: A methodological approach for agro-industrial buildings in rural territory. Environmental Modelling and Software, 21(1), 69–84.

    Google Scholar 

  • Thackrah, G., Rhind, P., Hurford, C., & Barnsley, M. (2004). Using earth observation data from multiple sources to map rare habitats in a coastal conservation area. Journal of Coastal Conservation, 10(1), 53–64.

    Google Scholar 

  • Thirumalaivasan, D., Karmegam, M., & Venugopal, K. (2003). AHP-DRASTIC: software for specific aquifer vulnerability assessment using DRASTIC model and GIS. Environmental Modelling and Software, 18(7), 645–656.

    Google Scholar 

  • Tkach, R., & Simonovic, S. (1997). A new approach to multicriteria decision making in water resources. Journal of Geographical Information and Decision Analysis, 1(1), 25–43.

    Google Scholar 

  • Tomlin, C. D. (1990). Geographical Information Systems and Cartographic Modeling. Englewood Cliffs: Prentice-Hall Publishers.

    Google Scholar 

  • Tseng, C. T., Chen, S.-C., Huang, C.-S., & Liu, C.-C. (2001). GIS-assisted site selection for artificial reefs. Fisheries Science, 67(6), 1015–1022.

    Google Scholar 

  • Valente, R. O. A., & Vettorazzi, C. A. (2008). Definition of priority areas for forest conservation through the ordered weighted averaging method. Forest Ecology and Management, 256(6–5), 1408–1417.

    Google Scholar 

  • Vincke, P. (1989). Multicriteria Decision-Aid. Chichester: John.

    Google Scholar 

  • Voogd, H. (1983). Multicriteria evaluation for urban and regional planning. London: Pion Limited.

    Google Scholar 

  • Yager, R. R. (1988). On ordered weighted averaging aggregation operators in multicriteria decision making. IEEE Transactions Systems, Man and Cybernetics, 18(1), 183–190.

    Google Scholar 

  • Yager, R. R. (1996). Quantifier guided aggregation using OWA operators. International Journal of Intelligent Systems, 11(1), 49–73.

    Google Scholar 

  • Yatsalo, B., Didenko, V., Tkachuk, A., Gritsyuk, G., Mirzeabasov, O., Slipenkaya, V., et al. (2010). Multi-criteria spatial decision support system DECERNS: application to land use planning. International Journal of Information Systems and Social Change, 1(1), 11–30.

    Google Scholar 

  • Zeleny, M. (1982). Multiple criteria decision making. New York: McGraw Hill.

    Google Scholar 

  • Zhu, X., & Dale, A. P. (2001). Java AHP: a web-based decision analysis tool for natural resource and environmental management. Environmental Modelling and Software, 16(3), 251–262.

    Google Scholar 

  • Zubaryeva, A., Thiel, C., Zaccarelli, N., Barbone, E., & Mercier, A. (2012). Spatial multi-criteria assessment of potential lead markets for electrified vehicles in Europe. Transportation Research Part A: Policy and Practice, 46(9), 1477–1489.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Jacek Malczewski .

Rights and permissions

Reprints and permissions

Copyright information

© 2015 Springer Science+Business Media New York

About this chapter

Cite this chapter

Malczewski, J., Rinner, C. (2015). Multiattribute Decision Analysis Methods. In: Multicriteria Decision Analysis in Geographic Information Science. Advances in Geographic Information Science. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74757-4_4

Download citation

Publish with us

Policies and ethics