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Multiple Criteria Decision Making Methods with Multi-polar Fuzzy Information : Algorithms and Applications / by Muhammad Akram, Arooj Adeel

Von: Mitwirkende(r): Resource type: Ressourcentyp: Buch (Online)Buch (Online)Sprache: Englisch Reihen: Studies in Fuzziness and Soft Computing ; 430Verlag: Cham : Springer Nature Switzerland, 2023Verlag: Cham : Imprint: Springer, 2023Auflage: 1st ed. 2023Beschreibung: 1 Online-Ressource(XXXIV, 540 p. 74 illus., 35 illus. in color.)ISBN:
  • 9783031436369
Schlagwörter: Andere physische Formen: 9783031436352 | 9783031436376 | 9783031436383 | Erscheint auch als: 9783031436352 Druck-Ausgabe | Erscheint auch als: 9783031436376 Druck-Ausgabe | Erscheint auch als: 9783031436383 Druck-AusgabeDDC-Klassifikation:
  • 006.3 23
DOI: DOI: 10.1007/978-3-031-43636-9Online-Ressourcen: Zusammenfassung: 1. Hybrid Multi-polar Fuzzy Models -- 2. TOPSIS and ELECTRE-I Methods under Multi-polar Fuzzy Linguistic Sets -- 3. Introducing Hesitancy: TOPSIS and ELECTRE-I Models -- 4. Extended ELECTRE I, II Methods with Multi-polar Fuzzy Sets -- 5. Enhanced ELECTRE III Method with Multi-polar Fuzzy Sets.Zusammenfassung: 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.PPN: PPN: 1871973244Package identifier: Produktsigel: ZDB-2-SEB | ZDB-2-INR | ZDB-2-SXIT
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