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

• Autore: Akram Muhammad <1980->
• Pubblicazione: Cham : , : Springer Nature Switzerland : , : Imprint : Springer, , 2023
• Edizione: 1st ed. 2023.
• Descrizione fisica: 1 online resource (564 pages)
• Disciplina: 511.322
• Soggetto topico: Computational intelligence; Operations research; Computational Intelligence; Operations Research and Decision Theory
• Persona (resp. second.): AdeelArooj
• Nota di bibliografia: Includes bibliographical references and index.
• Nota di contenuto: 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.
• Sommario/riassunto: 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.
• Titolo autorizzato: Multiple Criteria Decision Making Methods with Multi-Polar Fuzzy Information
• ISBN: 3-031-43636-9
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910767516803321
• Lo trovi qui: Univ. Federico II
• Serie: Studies in Fuzziness and Soft Computing, . 1860-0808 ; ; 430