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Multiple criteria decision making me...
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Akram, Muhammad.
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Multiple criteria decision making methods with multi-polar fuzzy information = algorithms and applications /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Multiple criteria decision making methods with multi-polar fuzzy information/ by Muhammad Akram, Arooj Adeel.
其他題名:
algorithms and applications /
作者:
Akram, Muhammad.
其他作者:
Adeel, Arooj.
出版者:
Cham :Springer Nature Switzerland : : 2023.,
面頁冊數:
xxxiv, 540 p. :illustrations (some col.), digital ;24 cm.
內容註:
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.
Contained By:
Springer Nature eBook
標題:
Fuzzy sets. -
電子資源:
https://doi.org/10.1007/978-3-031-43636-9
ISBN:
9783031436369
Multiple criteria decision making methods with multi-polar fuzzy information = algorithms and applications /
Akram, Muhammad.
Multiple criteria decision making methods with multi-polar fuzzy information
algorithms and applications /[electronic resource] :by Muhammad Akram, Arooj Adeel. - Cham :Springer Nature Switzerland :2023. - xxxiv, 540 p. :illustrations (some col.), digital ;24 cm. - Studies in fuzziness and soft computing,v. 4301860-0808 ;. - Studies in fuzziness and soft computing ;v. 430..
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.
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.
ISBN: 9783031436369
Standard No.: 10.1007/978-3-031-43636-9doiSubjects--Topical Terms:
562997
Fuzzy sets.
LC Class. No.: QA248.5
Dewey Class. No.: 511.3223
Multiple criteria decision making methods with multi-polar fuzzy information = algorithms and applications /
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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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