{"product_id":"fuzzy-stochastic-multiobjective-programming-von-hideki-katagiri-ichiro-nishizaki-masatoshi-sakawa","title":"Fuzzy Stochastic Multiobjective Programming","description":"\n                                \n                \u003cp\u003eAlthough studies on multiobjective mathematical programming under uncertainty have been accumulated and several books on multiobjective mathematical programming under uncertainty have been published (e.g., Stancu-Minasian (1984); Slowinski and Teghem (1990); Sakawa (1993); Lai and Hwang (1994); Sakawa (2000)), there seems to be no book which concerns both randomness of events related to environments and fuzziness of human judgments simultaneously in multiobjective decision making problems. In this book, the authors are concerned with introducing the latest advances in the field of multiobjective optimization under both fuzziness and randomness on the basis of the authors’ continuing research works. Special stress is placed on interactive decision making aspects of fuzzy stochastic multiobjective programming for human-centered systems under uncertainty in most realistic situations when dealing with both fuzziness and randomness. Organization of each chapter is briefly summarized as follows:\u003c\/p\u003e\n                                \n                \u003cp\u003eChapter 2 is devoted to mathematical preliminaries, which will be used throughout the remainder\u003c\/p\u003e\n                                \n                \u003cp\u003eof the book. Starting with basic notions and methods of multiobjective programming, interactive\u003c\/p\u003e\n                                \n                \u003cp\u003efuzzy multiobjective programming as well as fuzzy multiobjective programming is outlined.\u003c\/p\u003e\n                                \n                \u003cp\u003eIn Chapter 3, by considering the imprecision of decision maker’s (DM’s) judgment for stochastic\u003c\/p\u003e\n                                \n                \u003cp\u003eobjective functions and\/or constraints in multiobjective problems, fuzzy multiobjective stochastic\u003c\/p\u003e\n                                \n                \u003cp\u003eprogramming is developed. \u003c\/p\u003e\n                                \n                \u003cp\u003eIn Chapter 4, through the consideration of not only the randomness of parameters involved in\u003c\/p\u003e\n                                \n                \u003cp\u003eobjective functions and\/or constraints but also the experts’ ambiguous understanding of the realized values of the random parameters, multiobjective programming problems with fuzzy random variables are formulated.\u003c\/p\u003e\n                                \n                \u003cp\u003eIn Chapter 5, for resolving conflict of decision making problems in hierarchical managerial or\u003c\/p\u003e\n                                \n                \u003cp\u003epublic organizations where there exist two DMs who have different priorities in making decisions, two-level programming problems are discussed. \u003c\/p\u003e\n                                \n                \u003cp\u003eFinally, Chapter 6 outlines some future research directions.\u003c\/p\u003e\n                            \n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781441984012\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461428060\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Hardcover - 9781441984012","offer_id":32637738516573,"sku":"9781441984012","price":106.99,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9781461428060","offer_id":39416865783901,"sku":"9781461428060","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/da29d4bb-be29-4bd7-939b-d819c1adf125.jpg?v=1774676272","url":"https:\/\/shop.autorenwelt.de\/products\/fuzzy-stochastic-multiobjective-programming-von-hideki-katagiri-ichiro-nishizaki-masatoshi-sakawa","provider":"Autorenwelt Shop","version":"1.0","type":"link"}