Book Chapter10.1007/978-3-540-74757-4_4
Multiattribute Decision Analysis Methods
Jacek Malczewski,Claus Rinner +1 more
- 01 Jan 2015
- pp 81-121
15
TL;DR: This chapter introduces the conventional MADA methods and discusses their extensions to the spatially explicit models and a brief overview of the GIS-based applications for each of the four methods.
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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.
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Citations
Multi-Attribute Decision-Making Methods as a Part of Mathematical Optimization
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References
The Analytic Hierarchy Process
Thomas L. Saaty,Kevin P. Kearns +1 more
- 01 Jan 1985
TL;DR: Analytic Hierarchy Process (AHP) as mentioned in this paper is a systematic procedure for representing the elements of any problem hierarchically, which organizes the basic rationality by breaking down a problem into its smaller constituent parts and then guides decision makers through a series of pairwise comparison judgments to express the relative strength or intensity of impact of the elements in the hierarchy.
16.9K
•Book
Multiple Attribute Decision Making: Methods and Applications
Shu-Jen J. Chen,Ching-Lai Hwang,Martin J. Beckmann,Wilhelm Krelle +3 more
- 01 Mar 1981
TL;DR: In this paper, the authors present a classification of MADM methods by data type and propose a ranking method based on the degree of similarity of the MADM method to the original MADM algorithm.
9.2K
On ordered weighted averaging aggregation operators in multicriteria decisionmaking
Ronald R. Yager
- 03 Jan 1988
TL;DR: A type of operator for aggregation called an ordered weighted aggregation (OWA) operator is introduced and its performance is found to be between those obtained using the AND operator and the OR operator.
7.1K
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Multiple Attribute Decision Making: Methods and Applications
Gwo-Hshiung Tzeng,Jih-Jeng Huang +1 more
- 22 Jun 2011
TL;DR: A compilation of modern decision-making techniques, Multiple Attribute Decision Making: Methods and Applications focuses on the fuzzy set approach to multiple attribute decision making (MADM).
5.6K