Absolute order-of-magnitude reasoning applied to a social multi-criteria evaluation framework

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hdl:2117/82020
Document typeArticle
Defense date2016-01
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Abstract
A social multi-criteria evaluation framework for solving a real-case problem of selecting a wind farm location in the regions of Urgell and Conca de Barberá in Catalonia (northeast of Spain) is studied. This paper applies a qualitative multi-criteria decision analysis approach based on linguistic labels assessment able to address uncertainty and deal with different levels of precision. This method is based on qualitative reasoning as an artificial intelligence technique for assessing and ranking multi-attribute alternatives with linguistic labels in order to handle uncertainty. This method is suitable for problems in the social framework such as energy planning which require the construction of a dialogue process among many social actors with high level of complexity and uncertainty. The method is compared with an existing approach, which has been applied previously in the wind farm location problem. This approach, consisting of an outranking method, is based on Condorcet's original method. The results obtained by both approaches are analysed and their performance in the selection of the wind farm location is compared in aggregation procedures. Although results show that both methods conduct to similar alternatives rankings, the study highlights both their advantages and drawbacks.
Description
This is an Accepted Manuscript of an article published by Taylor & Francis in Journal of Experimental & Theoretical Artificial Intelligence on 27.04.2015, available online: http://www.tandfonline.com/doi/10.1080/0952813X.2015.1024489
CitationAfsordegan, A., Sanchez, M., Agell, N., Aguado, J., Gamboa, G. Absolute order-of-magnitude reasoning applied to a social multi-criteria evaluation framework. "Journal of experimental and theoretical artificial intelligence", 2016, vol. 28, núm. 1/2, p. 261-274
ISSN0952-813X
Collections
- Departament d’Enginyeria Gràfica i de Disseny - Articles de revista [276]
- Departament d'Enginyeria de Sistemes, Automàtica i Informàtica Industrial - Articles de revista [1.327]
- Departament de Matemàtiques - Articles de revista [3.104]
- GREC - Grup de Recerca en Enginyeria del Coneixement - Articles de revista [94]
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