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Adeel / Akram

Multiple Criteria Decision Making Methods with Multi-polar Fuzzy Information

Algorithms and Applications

Medium: Buch
ISBN: 978-3-031-43638-3
Verlag: Springer Nature Switzerland
Erscheinungstermin: 04.12.2024
Lieferfrist: bis zu 10 Tage

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.



Produkteigenschaften


  • Artikelnummer: 9783031436383
  • Medium: Buch
  • ISBN: 978-3-031-43638-3
  • Verlag: Springer Nature Switzerland
  • Erscheinungstermin: 04.12.2024
  • Sprache(n): Englisch
  • Auflage: Erscheinungsjahr 2024
  • Serie: Studies in Fuzziness and Soft Computing
  • Produktform: Kartoniert
  • Gewicht: 861 g
  • Seiten: 540
  • Format (B x H x T): 155 x 235 x 31 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

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.