Title :
Uncertainty and decision strategy analysis of GIS-based Ordered Weighted Averaging method
Author :
Chen, Jing ; Zhu, Qingjie
Author_Institution :
Coll. of Civil Eng. & Archit., Hebei Polytech. Univ., Tangshan, China
Abstract :
Ordered Weighted Averaging (OWA) is a relatively new Multi-Criteria Evaluation (MCE) method. In GIS-based OWA method, both criteria weights and order weights are considered, this makes the uncertainty and decision strategy more complicated. Uncertainty and decision strategy of OWA method are different from traditional MCE method, such as Boolean overlay and Weighted Linear Combination (WLC). Calculation method of order weights based on Rank and Orness, and construction method of comparison matrix for criteria weights based on analytical hierarchy program (AHP), are introduced; decision-making strategy of GIS-based OWA method is discussed through analyzing OWA evaluation procedure, the relationship between decision-making risk and tradeoff is investigated. As an example, GIS-based OWA method is applied to Tangshan City. According to the calculating results, uncertainty and the relationship between decision-making risk and land use suitability is discussed.
Keywords :
Boolean algebra; decision making; geographic information systems; Boolean overlay; GIS based ordered weighted averaging method; MCE; OWA; WLC; calculation method; decision strategy; decision strategy analysis; multi criteria evaluation; weighted linear combination; Artificial neural networks; Geographic Information Systems; MCE; OWA; Risk; Strategy; Tangsha; Uncertainty;
Conference_Titel :
Information Networking and Automation (ICINA), 2010 International Conference on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-8104-0
Electronic_ISBN :
978-1-4244-8106-4
DOI :
10.1109/ICINA.2010.5636533