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Bücher Englische Bücher Uncertain Multi-objective Decision Making: Methods and Industrial Models
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Uncertain Multi-objective Decision Making: Methods and Industrial Models
Hamed Fazlollahtabar (Gebundene Ausgabe, Englisch)
Optischer Zustand
Beschreibung
This 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. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
03.01.2026
Sprache
Englisch
EAN
9789819560349
Herausgeber
Springer Singapore
Sonderedition
Nein
Autor
Hamed Fazlollahtabar
Seitenanzahl
320
Einbandart
Gebundene Ausgabe
Schlagwörter
Multi objective optimization, fuzzy probabilistic, fuzzy PROMETHEE, full fuzzy linear program, Vagueness, genetic algorithm (GA), possible vague, robust ranking technique, Multiple Objective Decision Making, Rough Set, Possibility theory, Bayesian theory, Stochastic parameters, Ant colony optimization, Particle Swarm Optimization (PSO)
Thema-Inhalt
PBU - Optimierung
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBCD - Mathematik: Logik
PBC - Mathematische Grundlagen
Höhe
235 mm
Breite
15.5 cm
Transparenz & Sicherheit
Hersteller: Springer Nature Singapore, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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