Handbook of the Shapley Value

1. Auflage 2021
ISBN: 978-1-03-217611-6
Verlag: CRC Press

Buch, Englisch, 608 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 839 g

Reihe: Chapman & Hall/CRC Series in Operations Research

Handbook of the Shapley Value contains 24 chapters and a foreword written by Alvin E. Roth, who was awarded the Nobel Memorial Prize in Economic Sciences jointly with Lloyd Shapley in 2012. The purpose of the book is to highlight a range of relevant insights into the Shapley value. Every chapter has been written to honor Lloyd Shapley, who introduced this fascinating value in 1953.

The first chapter, by William Thomson, places the Shapley value in the broader context of the theory of cooperative games, and briefly introduces each of the individual contributions to the volume. This is followed by a further contribution from the editors of the volume, which serves to introduce the more significant features of the Shapley value. The rest of the chapters in the book deal with different theoretical or applied aspects inspired by this interesting value and have been contributed specifically for this volume by leading experts in the area of Game Theory.

Chapters 3 through to 10 are more focused on theoretical aspects of the Shapley value, Chapters 11 to 15 are related to both theoretical and applied areas. Finally, from Chapter 16 to Chapter 24, more attention is paid to applications of the Shapley value to different problems encountered across a diverse range of fields. As expressed by William Thomson in the Introduction to the book, "The chapters contribute to the subject in several dimensions: Mathematical foundations; axiomatic foundations; computations; applications to special classes of games; power indices; applications to enriched classes of games; applications to concretely specified allocation problems: an ever-widening range, mapping allocation problems into games or implementation."

Nowadays, the Shapley value continues to be as appealing as when it was first introduced in 1953, or perhaps even more so now that its potential is supported by the quantity and quality of the available results. This volume collects a large amount of work that definitively demonstrates that the Shapley value provides answers and solutions to a wide variety of problems.

Autoren/Hrsg.

Algaba, Encarnación

Fragnelli, Vito

Sánchez-Soriano, Joaquín

Fachgebiete

• Mathematik | Informatik Mathematik Numerik und Wissenschaftliches Rechnen Angewandte Mathematik, Mathematische Modelle
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Verhaltensökonomik
• Mathematik | Informatik Mathematik Operations Research Spieltheorie
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensforschung
• Mathematik | Informatik Mathematik Stochastik Bayesianische Inferenz

Inhaltsverzeichnis

1. The Shapley Value, a Crown Jewel of Cooperative Game Theory. 2. The Shapley Value, a Paradigm of Fairness. 3. An Index of Unfairness. 4. The Shapley Value and Games with Hierarchies. 5. Values, Nullifiers and Dummifiers. 6. Games with Identical Shapley Values. 7. Several Bases of a Game Space and an Application to the Shapley Value. 8. Extensions of the Shapley value for Environments with Externalities. 9. The Shapley value and other values. 10. Power and the Shapley Value. 11. Cost Allocation with Variable Production and the Shapley Value. 12. Pure Bargaining Problems and the Shapley Rule: A Survey. 13. The Shapley Value as a tool for evaluating groups: axiomatization and applications. 14. A value for j-cooperative games: some theoretical aspects and applications. 15. The Shapley value of corporation tax games with dual benefactors. 16. The Shapley value in Telecommunication Problems. 17. The Shapley rule for loss allocation in energy transmission Networks. 18. On Some Applications of the Shapley-Shubik Index for Finance and Politics. 19. The Shapley Value in the Queueing Problem. 20. Sometimes the Computation of the Shapley Value is Simple. 21. Analysing ISIS Zerkani Network using the Shapley Value. 22. A fuzzy approach to some Shapley value problems in group decision making. 23. Shapley values for two-sided assignment markets. 24. The Shapley value in minimum cost spanning tree problems.

Über Autor(innen)

Encarnación Algaba is Full Professor in the Department of Applied Mathematics II of the Advanced Engineering School at the University of Seville and research member in the Mathematics Research Institute of Seville University (IMUS). She also received her Ph.D. degree in Mathematical Sciences from the University of Seville. Her main research line is about Cooperative Games on Combinatorial Structures and their applications, with relevant contributions in the area. She is in the Editorial Board of Journal of Dynamics & Games. She has served as evaluator of projects at national and European level. She has organized diverse Streams in International Conferences and workshops on Game Theory. She has been invited speaker and guest researcher in various leading universities.

Vito Fragnelli is Associate Professor of Game Theory at University of Eastern Piedmont. His scientific contributions are on Cost allocation problems, Operations Research games, Bankruptcy games, Fair division, Electoral systems, Co-insurance games, Emergency management with more than 130 papers, more than 90 of which with international diffusion. He is in the Editorial Board of Operations Research and Decisions; he edited two books and five special issues related to different fields of Game Theory and Operations Research. He was Italian representative in the SING committee; he was responsible of several research projects; he organized several International Meetings and Workshops; he was invited speaker at various Workshops. He organizes and directs the series of Summer Schools "Game Theory and." from 2012 and was involved in several other Schools. He was visiting professor at several universities.

Joaquín Sánchez-Soriano is Full Professor of the Department of Statistics, Mathematics and Computer Science at the University Miguel Hernandez of Elche (UMH). He is a senior researcher of the Research Institute "Center of Operations Research (CIO)" of the UMH of which he was among the founders and was its director from 2004 to 2007. He received his Ph.D. degree in Mathematics from the University of Murcia. He has more than 80 scientific papers published in journals, books and proceedings. He is in the Editorial Board of the journals TOP and Journal of Dynamics & Games. His research interests are focused on game theory and its applications, scarce resource management, bankruptcy problems, cost/profit sharing in joint logistic projects and optimization of complex systems.