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Computer science
Shapley value of homogeneous cooperative games
V. A. Vasil'ev Sobolev Institute of Mathematics, Siberian Branch, Russian Academy of Sciences, 630090, Novosibirsk, Russia
Abstract:
The paper gives a description of the integral representation of the Shapley value for polynomial cooperative games. This representation obtained using the so-called Shapley functional. The relationship between the proposed version of the Shapley value and the polar forms of homogeneous polynomial games is analyzed for both a finite and an infinite number of participants. Special attention is paid to certain classes of homogeneous cooperative games generated by products of non-atomic measures. A distinctive feature of the approach proposed is the systematic use of extensions of polynomial set functions to the corresponding measures on symmetric powers of the original measurable spaces.
Key words:
Shapley value, Shapley functional, homogeneous cooperative game, polar form of a homogeneous game, $v$-integral.
Received: 20.08.2022 Revised: 09.09.2022 Accepted: 17.11.2022
Citation:
V. A. Vasil'ev, “Shapley value of homogeneous cooperative games”, Zh. Vychisl. Mat. Mat. Fiz., 63:3 (2023), 474–490; Comput. Math. Math. Phys., 63:3 (2023), 450–465
Linking options:
https://www.mathnet.ru/eng/zvmmf11529 https://www.mathnet.ru/eng/zvmmf/v63/i3/p474
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