{"product_id":"multicriteria-decision-making-under-conditions-of-uncertainty-a-fuzzy-set-perspective-9781119534921","title":"Multicriteria Decision-Making Under Conditions of Uncertainty: A Fuzzy Set Perspective","description":"\u003cp\u003e\u003cb\u003eA guide to the various models and methods to multicriteria decision-making in conditions of uncertainty presented in a systematic approach\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eMulticriteria Decision-Making under Conditions of Uncertainty\u003c\/i\u003e presents approaches that help to answer the fundamental questions at the center of all decision-making problems: \"What to do?\" and \"How to do it?\" The book explores methods of representing and handling diverse manifestations of the uncertainty factor and a multicriteria nature of problems that can arise in system design, planning, operation, and control. The authors--noted experts on the topic--and their book covers essential questions, including notions and fundamental concepts of fuzzy sets, models and methods of multiobjective as well as multiattribute decision-making, the classical approach to dealing with uncertainty of information and its generalization for analyzing multicriteria problems in condition of uncertainty, and more.\u003c\/p\u003e \u003cp\u003eThis comprehensive book contains information on \"harmonious solutions\" in multiobjective problem-solving (analyzing X, F\u0026gt; models), construction and analysis of X, \u003ci\u003eR\u003c\/i\u003e\u0026gt; models, results aimed at generating robust solutions in analyzing multicriteria problems under uncertainty, and more. In addition, the book includes illustrative examples of various applications, including real-world case studies related to the authors' various industrial projects. This important resource: \u003c\/p\u003e \u003cul\u003e \u003cli\u003eExplains the design and processing aspect of fuzzy sets, including construction of membership functions, fuzzy numbers, fuzzy relations, aggregation operations, and fuzzy sets transformations\u003c\/li\u003e \u003cli\u003eDescribes models of multiobjective decision-making (X. \u003ci\u003eM\u003c\/i\u003e\u0026gt; models), their analysis on the basis of using the Bellman-Zadeh approach to decision-making in a fuzzy environment, and their diverse applications, including multicriteria allocation of resources\u003c\/li\u003e \u003cli\u003eInvestigates models of multiattribute decision-making (X, \u003ci\u003eR\u003c\/i\u003e\u0026gt; models) and their analysis on the basis of the construction and processing of fuzzy preference relations as well as demonstrating their applications to solve diverse classes of multiattribute problems\u003c\/li\u003e \u003cli\u003eExplores notions of payoff matrices and fuzzy-set-based generalization and modification of the classic approach to decision-making under conditions of uncertainty to generate robust solutions in analyzing multicriteria problems \u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eWritten for students, researchers and practitioners in disciplines in which decision-making is of paramount relevance, \u003ci\u003eMulticriteria Decision-Making under Conditions of Uncertainty \u003c\/i\u003epresents a systematic and current approach that encompasses a range of models and methods as well as new applications. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Petr Ekel, Witold Pedrycz, Joel Pereira\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/12\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 368\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.55lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.10h x 6.00w x 0.80d\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781119534921\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003ePETR EKEL, \u003c\/b\u003e DSc (habil.), PhD, is a Full Professor in the Graduate Program of Electrical Engineering, Pontifical Catholic University of Minas Gerais, Belo Horizonte, Brazil. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eWITOLD PEDRYCZ, \u003c\/b\u003e DSc (habil.), PhD, is a Full Professor and Canada Research Chair (CRC) in Computational Intelligence in the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada. \u003c\/p\u003e\u003cp\u003e\u003cb\u003eJOEL PEREIRA, JR., \u003c\/b\u003e PhD, is a Researcher in ASOTECH - Advanced System Optimization Technologies Ltda., Belo Horizonte, Brazil.\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley","offers":[{"title":"Hardcover","offer_id":41079207919731,"sku":"9.78112E+12","price":187.95,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0555\/9255\/0515\/products\/img_0ca66b47-ea2c-4ad3-9911-05349cd04743.jpg?v=1699369157","url":"https:\/\/bookstorenmore.com\/en-de\/products\/multicriteria-decision-making-under-conditions-of-uncertainty-a-fuzzy-set-perspective-9781119534921","provider":"Bookstore N More","version":"1.0","type":"link"}