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Pre-kernel as a tractable solution for cooperative games : an exercise in algorithmic game theory / Holger Ingmar Meinhardt.

By: Material type: TextTextSeries: Theory and decision library C; Game theory, social choice, decision theory, and optimization ; v 45Publication details: Berlin : Springer-Verlag, 2014.Description: xxxiii, 242 pISBN:
  • 9783642395482 (hard cover : alk. paper)
Subject(s): DDC classification:
  • 23 M514 519.3
Contents:
1. Introduction-- 2. Some Solution Schemes and Game Properties -- 3. The Shapley Value and (Pre-Kernel) as a Fairness Concept -- 4. Fair Division in Cournot Markets -- 5. Some Preliminary Results -- 6. A Pre-Kernel Characterization and Orthogonal Projection -- 7. Characterization of the Pre-Kernel by Solution Sets -- 8. Algorithms for Computing the Pre-Kernel -- 9. An Upper Dimension Bound of the Pre-Kernel -- 10. Concluding Remarks-- Bibliography-- Author Index-- Subject Index.
Summary: This present book provides an alternative approach to study the pre-kernel solution of transferable utility games based on a generalized conjugation theory from convex analysis. Although the pre-kernel solution possesses an appealing axiomatic foundation that lets one consider this solution concept as a standard of fairness, the pre-kernel and its related solutions are regarded as obscure and too technically complex to be treated as a real alternative to the Shapley value. Comprehensible and efficient computability is widely regarded as a desirable feature to qualify a solution concept apart from its axiomatic foundation as a standard of fairness. We review and then improve an approach to compute the pre-kernel of a cooperative game by the indirect function. The indirect function is known as the Fenchel-Moreau conjugation of the characteristic function. Extending the approach with the indirect function, we are able to characterize the pre-kernel of the grand coalition simply by the solution sets of a family of quadratic objective functions.
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Includes bibliographical references and index.

1. Introduction--
2. Some Solution Schemes and Game Properties --
3. The Shapley Value and (Pre-Kernel) as a Fairness Concept --
4. Fair Division in Cournot Markets --
5. Some Preliminary Results --
6. A Pre-Kernel Characterization and Orthogonal Projection --
7. Characterization of the Pre-Kernel by Solution Sets --
8. Algorithms for Computing the Pre-Kernel --
9. An Upper Dimension Bound of the Pre-Kernel --
10. Concluding Remarks--

Bibliography--
Author Index--
Subject Index.

This present book provides an alternative approach to study the pre-kernel solution of transferable utility games based on a generalized conjugation theory from convex analysis. Although the pre-kernel solution possesses an appealing axiomatic foundation that lets one consider this solution concept as a standard of fairness, the pre-kernel and its related solutions are regarded as obscure and too technically complex to be treated as a real alternative to the Shapley value. Comprehensible and efficient computability is widely regarded as a desirable feature to qualify a solution concept apart from its axiomatic foundation as a standard of fairness. We review and then improve an approach to compute the pre-kernel of a cooperative game by the indirect function. The indirect function is known as the Fenchel-Moreau conjugation of the characteristic function. Extending the approach with the indirect function, we are able to characterize the pre-kernel of the grand coalition simply by the solution sets of a family of quadratic objective functions.

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