{"product_id":"multiple-criteria-decision-making-methods-with-multi-polar-fuzzy-information-von-muhammad-akram-und-arooj-adeel","title":"Multiple Criteria Decision Making Methods with Multi-polar Fuzzy Information","description":"\n                                \n                \u003cp\u003eThis 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.\u003c\/p\u003e\n                                \n                \u003cbr\u003e\n                                \n                \u003cp\u003e\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031436352\"\u003e\u003ch3\u003eAlgorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031436383\"\u003e\u003ch3\u003eAlgorithms and Applications\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031436352","offer_id":47397927452997,"sku":"9783031436352","price":181.89,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031436383","offer_id":53787131511109,"sku":"9783031436383","price":181.89,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/f09ed0a0-55d1-40b9-9798-e1e03d666896.jpg?v=1774157281","url":"https:\/\/shop.autorenwelt.de\/en\/products\/multiple-criteria-decision-making-methods-with-multi-polar-fuzzy-information-von-muhammad-akram-und-arooj-adeel","provider":"Autorenwelt Shop","version":"1.0","type":"link"}