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Polynomial calculation of the Shapley value based on sampling


Castro, Javier y Gómez, Daniel y Tejada Cazorla, Juan Antonio (2009) Polynomial calculation of the Shapley value based on sampling. Computers and Operations Research, 36 (5). pp. 1726-1730. ISSN 0305-0548

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In this paper we develop a polynomial method based on sampling theory that can be used to estimate the Shapley value (or any semivalue) for cooperative games. Besides analyzing the complexity problem, we examine some desirable statistical properties of the proposed approach and provide some computational results.

Tipo de documento:Artículo
Palabras clave:Game theory; Shapley value; Sampling algorithm
Materias:Ciencias > Matemáticas > Investigación operativa
Código ID:15904

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Última Modificación:06 Feb 2014 10:34

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