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  7. Multiple Criteria Decision Making Methods with Multi-Polar Fuzzy Information

Multiple Criteria Decision Making Methods with Multi-Polar Fuzzy Information

Algorithms and Applications

Muhammad Akram, Arooj Adeel
Livre relié | Anglais | Studies in Fuzziness and Soft Computing | n° 430
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Description

This book presents an extension of fuzzy set theory allowing for multi-polar information, discussing its impact on the theoretical and practical development of multi-criteria decision making. It reports on set of hybrid models developed by the authors, and show how they can be adapted, case by case, to the lack of certainty under a variety of criteria. Among them, hybrid models combining m-polar fuzzy sets with rough, soft and 2-tuple linguistic sets, and m-polar hesitant fuzzy sets and hesitant m-polar fuzzy are presented, together with some significant applications. In turn, outranking decision-making techniques such as m-polar fuzzy ELECTRE I, II, III and IV methods, as well as m-polar fuzzy PROMETHEE I and II methods, are developed. The efficiency of these decision-making procedures, as well as other possible extensions studied by the authors, is shown in some real-world applications. Overall, this book offers a guide on methodologies to deal with the multi-polarity and fuzziness of the real-world problems, simultaneously. By including algorithms and computer programming codes, it provides a practice-oriented reference guide to both researchers and professionals working at the interface between computational intelligence and decision making.


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Auteur(s) :
Editeur:

Contenu

Nombre de pages :
540
Langue:
Anglais
Collection :
Tome:
n° 430

Caractéristiques

EAN:
9783031436352
Date de parution :
04-12-23
Format:
Livre relié
Format numérique:
Genaaid
Dimensions :
156 mm x 234 mm
Poids :
975 g

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