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Bücher Englische Bücher The Structure of Fair Solutions
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The Structure of Fair Solutions
Özgün Elçi, John Hooker, Peter Zhang (Gebundene Ausgabe, Englisch)
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Beschreibung
This book provides a novel and unifying perspective on the structural properties of fair solutions in optimization formulations. The book also addresses a growing interest in incorporating fairness into the models that lie behind many business and public policy decisions. Since there are several ways to formulate fairness mathematically, the authors characterize optimal solutions that result from… different formulations with the aim of informing the choice of an appropriate model for a given application. The focus is on fairness criteria that combine efficiency with fairness since typically both are important in practice. Most of these results are new and do not appear in the current literature. The book is directed towards a wide range of audiences including practitioners, researchers in mathematical optimization, and welfare economists. In addition, this book: Presents practical linear, nonlinear, or mixed integer programming formulations and a wide variety of fairness models Includes detailed proofs that provide insight into the properties of each criterion Provides guidelines for selecting a fairness model and the tendency to incentivize cooperation or competition About the Authors Özgün Elçi, Ph.D., is a Research Scientist on the Modeling and Optimization team at Amazon. John Hooker, Ph.D. is University Professor of Operations Research and T. Jerome Holleran Professor of Business Ethics and Social Responsibility, Emeritus, at Carnegie Mellon University. Peter Zhang, Ph.D, is an Assistant Professor at Carnegie Mellon University’s Heinz College of Information Systems and Public Policy. Dieses Produkt haben wir gerade leider nicht auf Lager.
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Technische Daten
Erscheinungsdatum
11.07.2025
Sprache
Englisch
EAN
9783031821899
Herausgeber
Springer International Publishing
Serien- oder Bandtitel
Synthesis Lectures on Operations Research and Applications
Sonderedition
Nein
Autor
Özgün Elçi, John Hooker, Peter Zhang
Seitenanzahl
108
Einbandart
Gebundene Ausgabe
Buch Untertitel
Achieving Fairness in an Optimization Model
Schlagwörter
Fairness in Optimization, Fairness and Efficiency, Welfare Optimization, Hierarchical Distribution, Alpha Fairness, Maximin Criteria, Leximax Criteria, Nash Bargaining Solution
Thema-Inhalt
KJT - Unternehmensforschung
KJMD - Management: Entscheidungstheorie
PBU - Optimierung
PBK - Mathematische Analysis, allgemein
KJG - Unternehmensethik und soziale Verantwortung, CSR
PBT - Wahrscheinlichkeitsrechnung und Statistik
PBWL - Stochastik
Höhe
240 mm
Breite
16.8 cm
Hersteller: Birkhäuser, Europaplatz 3, Heidelberg, Deutschland, 69115, ProductSafety@springernature.com, Springer Nature Customer Service Center GmbH
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