Bidirectional Preference-Based Search for State Space Graph Problems

Autor: Lucie Galand, Anisse Ismaili, Patrice Perny, Olivier Spanjaard

Publikováno v: Proceedings of the International Symposium on Combinatorial Search. 4:80-88

In multiobjective state space graph problems, each solution-path is evaluated by a cost vector. These cost vectors can be partially or completely ordered using a preference relation compatible with Pareto dominance. In this context, multiobjective pr

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::6d0e4ff170977b89d49592ce993b54ea
https://doi.org/10.1609/socs.v4i1.18287

Active Preference Learning Based on Generalized Gini Functions: Application to the Multiagent Knapsack Problem

Autor: Patrice Perny, Nadjet Bourdache

Publikováno v: AAAI
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019)
Thirty-Third AAAI Conference on Artificial Intelligence (AAAI 2019), Jan 2019, Honolulu, United States

International audience; We consider the problem of actively eliciting preferences from a Decision Maker supervising a collective decision process in the context of fair multiagent combinatorial optimization. Individual preferences are supposed to be

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::49a5fa07c7688f9f704e0fe16c4a1af1
https://doi.org/10.1609/aaai.v33i01.33017741

Incremental Preference Elicitation with Bipolar Choquet Integrals

Autor: Patrice Perny, Hugo Martin

Publikováno v: Algorithmic Decision Theory ISBN: 9783030877552
ADT

Preference modeling and preference learning are crucial issues in multicriteria decision-making to formulate recommendations that are tailored to the Decision Maker. In the field of multicriteria analysis, various aggregation functions have been stud

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3da74cf80281641b79b11e7d56d6666e
https://doi.org/10.1007/978-3-030-87756-9_7

Compact Representations of Preferences

Autor: Jérôme Lang, Patrice Perny, Souhila Kaci

Publikováno v: A Guided Tour of Artificial Intelligence Research
Marquis, Pierre; Papini, Odile; Prade, Henri. A Guided Tour of Artificial Intelligence Research, Volume I, Springer, pp.217-252, 2020, Knowledge Representation, Reasoning and Learning, 978-3-030-06164-7. ⟨10.1007/978-3-030-06164-7_7⟩
A Guided Tour of Artificial Intelligence Research ISBN: 9783030061630

International audience; This chapter presents the main families of representation languages for preferences on combinatorial domains (composed by several attributes or variables with discrete value domains). In the first part of the chapter, we prese

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::51d7fbede9a7bb82d3ab34dc3188850f
https://hal.archives-ouvertes.fr/hal-02860571

Multi-Resource Allocation for Network Slicing

Autor: Stefano Moretti, Patrice Perny, Stefano Secci, Francesca Fossati

Publikováno v: IEEE/ACM Transactions on Networking
IEEE/ACM Transactions on Networking, IEEE/ACM, 2020, 28 (3), pp.1311-1324. ⟨10.1109/TNET.2020.2979667⟩

International audience; Among the novelties introduced by 5G networks, the formalization of the 'network slice' as a resource allocation unit is an important one. In legacy networks, resources such as link bandwidth, spectrum, computing capacity are

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::1183ebad091ba3afbee51b91d996b3d1
https://hal.archives-ouvertes.fr/hal-02008115/document