Abstract
We introduce Bel coalitional games, that generalize classical coalitional games, where uncertainty is modelled through the Dempster-Shafer theory and every agent can have different knowledge. We propose the notion of contract in our framework, that specifies how agents divide the values of the coalitions and we use the Choquet integral to model the agents’ preferences between contracts. Next, we study the core under two different moments of the game by defining the ex-ante core and the ex-t-interim core, where, in the latter, we need the Dempster conditional rule to update the mass functions of agents. In particular, in the last step of the ex-t-interim case and when the set of states reduces to singleton, i.e. when there is no uncertainty, we recover the classical definition of the core. Finally, we show some results about the ex-ante and the ex-t-interim core of Bel coalitional games, following the well-known results about classical coalitional games.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Similar content being viewed by others
References
Bondareva, O.: The theory of the core in an \(n\)-person game. In: Vestnik LGU13, pp. 141–142 (1962)
Coletti, G., Petturiti, D., Vantaggi, B.: A Dutch book coherence condition for conditional completely alternating Choquet expectations. Boll. dell’Unione Mat. Ital. 13, 585–593 (2020)
Coletti, G., Petturiti, D., Vantaggi, B.: Conditional belief functions as lower envelopes of conditional probabilities in a finite setting. Inf. Sci. 339, 64–84 (2016)
Dempster, A.P.: Upper and lower probabilities induced by a multivalued mapping. Ann. Math. Stat. 38, 325–339 (1967)
Denneberg, D.: Conditioning (updating) non-additive measures. Ann. Oper. Res. 52, 21–42 (1994)
Ellsberg, D.: Risk, ambiguity, and the savage axioms. Q. J. Econ. 75, 643–669 (1961)
Grabisch, M.: Set Functions, Games and Capacities in Decision Making. Theory and Decision Library C, Springer, Heidelberg (2016). https://doi.org/10.1007/978-3-319-30690-2
Ieong, S. and Shoham, Y.: Bayesian coalitional games. In: Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, pp. 95–100 (2008)
Petturiti, D., Vantaggi, B.: Conditional decisions under objective and subjectuve ambiguity in Dempster-Shafer theory. Fuzzy Sets Syst. 447, 155–181 (2022)
Petturiti, D., Vantaggi, B.: The extent of partially resolving uncertainty in assessing coherent conditional plausibilities. Fuzzy Sets Syst. 458, 26–49 (2023)
Petturiti, D., Vantaggi, B.: Upper and lower conditional probabilities induced by a multivalued mapping. J. Math. Anal. Appl. 458(2), 1214–1235 (2018)
Pomeret-Coquot, P., Fargier, H., Martin-Dorel, E.: Games of incomplete information: a framework based on belief functions. Int. J. Approximate Reasoning 151, 182–204 (2022)
Shafer, G.: A Mathematical Theory of Evidence. Princeton University Press, Princeton (1976)
Shapley, L.S.: On balanced sets and cores. Naval Res. Logist. (NRL) 14, 453–460 (1967)
Acknowledgements
The second author has been supported by the project Fondo Ricerca Ateneo WP4.1 esercizio 2022 - RATIONALISTS, funded by University of Perugia.
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2025 The Author(s), under exclusive license to Springer Nature Switzerland AG
About this paper
Cite this paper
Grabisch, M., Lorenzini, S. (2025). Bel Coalitional Games. In: Destercke, S., Martinez, M.V., Sanfilippo, G. (eds) Scalable Uncertainty Management. SUM 2024. Lecture Notes in Computer Science(), vol 15350. Springer, Cham. https://doi.org/10.1007/978-3-031-76235-2_15
Download citation
DOI: https://doi.org/10.1007/978-3-031-76235-2_15
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-031-76234-5
Online ISBN: 978-3-031-76235-2
eBook Packages: Computer ScienceComputer Science (R0)