Implementing an extension of the analytical hierarchy process using ordered weighted averaging operators with fuzzy quantifiers in ArcGIS

被引:270
作者
Boroushaki, Sohell [1 ]
Malczewski, Jacek [1 ]
机构
[1] Univ Western Ontario, Dept Geog, London, ON N6A 5C2, Canada
关键词
analytical hierarchy process; ordered weighted averaging; GIS; multicriteria evaluation; linguistic quantifiers;
D O I
10.1016/j.cageo.2007.04.003
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
This paper focuses on the integration of GIS and an extension of the analytical hierarchy process (AHP) using quantifier-guided ordered weighted averaging (OWA) procedure. AHP_OWA is a multicriteria combination operator. The nature of the AHP_OWA depends on some parameters, which are expressed by means of fuzzy linguistic quantifiers. By changing the linguistic terms, AHP_OWA can generate a wide range of decision strategies. We propose a GIS-multicriteria evaluation (MCE) system through implementation of AHP_OWA within ArcGIS, capable of integrating linguistic labels within conventional AHP for spatial decision making. We suggest that the proposed GIS-MCE would simplify the definition of decision strategies and. facilitate an exploratory analysis of multiple criteria by incorporating qualitative information within the analysis. (C) 2007 Elsevier Ltd. All rights reserved.
引用
收藏
页码:399 / 410
页数:12
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