Abstract
The Logic Scoring of Preference (LSP) is a general multicriteria decision-making method with origins in soft computing and fuzzy reasoning. It allows the nonlinear aggregation of a large number of input criteria without the loss of significance typical for additive GIS-based MCE methods. The objective of this study is to integrate the LSP method with GIS and create LSP suitability maps for the land suitability analysis applied to real geospatial datasets for new urban residential development in the Metro Vancouver Region, Canada. Several factors influencing land use change were selected to construct the aggregation structure for the LSP-GIS method and implemented for decision-making purposes. This method allows simultaneity, replaceability and a range of other aggregators to match various evaluation objectives. The obtained results indicate that the LSP-MCE method provides refined evaluation of urban land suitability and therefore has a high potential for use in urban planning.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Kaufmann, R.K., Seto, K.C., Schneider, A., Liu, Z., Zhou, L., Wang, W.: Climate Response to Rapid Urban Growth: Evidence of a Human-Induced Precipitation Deficit. J. Clim. 20, 22–99 (2007)
Glaeser, E.L., Gyourko, J., Saks, R.E.: Urban growth and housing supply. J. Econ. Geogr. 6, 71–89 (2006)
Glaeser, E.L., Kahn, M.E.: Sprawl and Urban Growth. In: Vernon Henderson, J., Thisse, J.-F. (eds.) Handbook of Regional and Urban Economics, vol. 4, pp. 2481–2527 (2004)
Malczewski, J.: GIS-based land-use suitability analysis: a critical overview. Prog. Plann. 62(1), 365 (2004)
Dujmović, J.J., De Tre, G., Dragićević, S.: Comparison of Multicriteria Methods for Land-use Suitability Assessment. In: European Soc Fuzzy Logic & Technology, Linz (2009)
Dujmović, J.J., Larsen, H.L.: Generalized conjunction/disjunction. Int. J. Approx. Reason. 46, 423–446 (2007)
Dujmović, J.J.: The LSP Method for Evaluation and Selection of Computer and Communication Equipment. In: Proceedings of MELECON 1987 Mediterranean Electrotechnical Conference and 34th Conference on Electronics, pp. 251–254. IEEE/RIENA, Rome (1987)
Dujmović, J.J., Scheer, D.: Logic Aggregation of Suitability Maps. In: International Conference on Fuzzy Systems, pp. 1–8. IEEE, Barcelona (2010)
Dujmović, J.J.: Partial Absorption Function. J. Univ. Belgrade, EE Dept., Ser. Math and Phys. 659, 156–163 (1979)
Dujmović, J.J., De Tre, G., Van de Weghe, N.: LSP suitability maps. Soft Comput. A Fusion Found. Methodol. Appl. 14, 421–434 (2010)
Jankowski, P., Richard, L.: Integration of GIS-based suitability analysis and multicriteria evaluation in a spatial decision support system for site selection. Env. and Plan B 21(6), 323–340 (1994)
Carver, S.J.: Integrating multi-criteria evaluation with geographical information systems. Int. J. Geogr. Inf. Syst. 5, 321–339 (1991)
Voogd, H.: Multicriteria Methods for Urban and Regional Planning. Taylor & Francis (1983)
Malczewski, J.: GISbased multicriteria decision analysis: a survey of the literature. Int. J. Geogr. Inf. Sci. 20, 703–726 (2006)
Dujmović, J.J., De Tré, G., Van de Weghe, N.: Suitability Maps Based on the LSP Method. In: Torra, V., Narukawa, Y. (eds.) MDAI 2008. LNCS (LNAI), vol. 5285, pp. 15–25. Springer, Heidelberg (2008)
Dujmović, J., De Tre, G.: Multicriteria methods and logic aggregation in suitability maps. Int. J. Intell. Syst. 26, 971–1001 (2011)
Densham, P.J.: Spatial Decision Support Systems. Geogr. Inf. Syst. Princ. Appl. 1, 403–412 (1991)
Dujmović, J.J., Bayucan, A.R.: A Quantitative Method for Software Evaluation and its Application in Evaluating Windowed Environments. In: Software Engineering Conference. IASTED, San Francisco (1997)
Dujmovic, J.J., Nagashima, H.: LSP Method and its Use for Evaluation of Java IDEs. Int. J. Approx. Reas. 41, 3–22 (2006)
Dujmović, J.J., Bai, H.: Evaluation and Comparison of Search Engines Using the LSP Method. Comp. Sci. Inf. Sys. 3, 31–56 (2006)
Dujmović, J.: Preference Logic for System Evaluation. IEEE Trans. Fuz. Syst. 15(6), 1082–1099 (2007)
Dujmović, J.J., Fang, W.Y.: An Empirical Analysis of Assessment Errors for Weights and Andness in LSP Criteria. In: Torra, V., Narukawa, Y. (eds.) MDAI 2004. LNCS (LNAI), vol. 3131, pp. 139–150. Springer, Heidelberg (2004)
Dujmović, J.J., Fang, W.Y.: Reliability of LSP Criteria. In: Torra, V., Narukawa, Y. (eds.) MDAI 2004. LNCS (LNAI), vol. 3131, pp. 151–162. Springer, Heidelberg (2004)
Dujmović, J.J., Allen III, W.L.: A Family of Soft Computing Decision Models for Selecting Multi-Species Habitat Mitigation Projects. In: Yager, R.R., Reformat, M.Z., Shahbazova, S.N., Ovchinnikov, S. (eds.) Proceedings of the World Conference on Soft Computing, paper 101 (2011)
SEAS, LSPmaps (2014), http://www.seas.com
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2014 Springer International Publishing Switzerland
About this paper
Cite this paper
Hatch, K., Dragićević, S., Dujmović, J. (2014). Logic Scoring of Preference and Spatial Multicriteria Evaluation for Urban Residential Land Use Analysis. In: Duckham, M., Pebesma, E., Stewart, K., Frank, A.U. (eds) Geographic Information Science. GIScience 2014. Lecture Notes in Computer Science, vol 8728. Springer, Cham. https://doi.org/10.1007/978-3-319-11593-1_5
Download citation
DOI: https://doi.org/10.1007/978-3-319-11593-1_5
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-11592-4
Online ISBN: 978-3-319-11593-1
eBook Packages: Computer ScienceComputer Science (R0)