{"product_id":"9789819560349","title":"Uncertain Multi-objective Decision Making: Methods and Industrial Models","description":"\u003ch1\u003eUncertain Multi-objective Decision Making: Methods and Industrial Models\u003c\/h1\u003e \u003ch2\u003eFazlollahtabar, Hamed\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book explains multi-objective optimization as an area of multicriteria decision making that deals with mathematical optimization problems involving more than one objective function that must be optimized simultaneously. Multi-objective optimization is used in many fields of science, including engineering, economics, and logistics, where there is a need to make optimal decisions in the presence of trade-offs between two or more conflicting objectives. Uncertain optimization refers to contexts where there is uncertainty in models and data. It potentially has various applications in different domains such as portfolio selection, inventory management, pollution reduction, sustainable development, resource allocation and reallocation, and performance analysis. The book encompasses various types of uncertainty in decision making namely fuzziness, possibility, Bayesian, stochastic, roughness, vagueness, and artificial intelligence and develops application areas in industrial cases. It includes 12 chapters presenting multiobjective decision models under one of the uncertainty types. In each chapter an implementation study is illustrated to show the applicability of the model.\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2026-01-03\u003c\/p\u003e \u003cp\u003eFormat: Hardcover\u003c\/p\u003e \u003cp\u003eISBN-13: 9789819560349\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-981-95-6035-6\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 320\u003c\/p\u003e ","brand":"Springer Nature Singapore","offers":[{"title":"Default Title","offer_id":44804282220684,"sku":"9789819560349","price":161.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9789819560349.jpg?v=1775068884","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9789819560349","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}