Human-Centred Feasibility Restoration
| Autor: | Senthooran, Ilankaikone, Klapperstueck, Matthias, Belov, Gleb, Czauderna, Tobias, Leo, Kevin, Wallace, Mark, Wybrow, Michael, de la Banda, Maria Garcia |
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| Jazyk: | angličtina |
| Rok vydání: | 2021 |
| Předmět: | |
| DOI: | 10.4230/lipics.cp.2021.49 |
| Popis: | Decision systems for solving real-world combinatorial problems must be able to report infeasibility in such a way that users can understand the reasons behind it, and understand how to modify the problem to restore feasibility. Current methods mainly focus on reporting one or more subsets of the problem constraints that cause infeasibility. Methods that also show users how to restore feasibility tend to be less flexible and/or problem-dependent. We describe a problem-independent approach to feasibility restoration that combines existing techniques from the literature in novel ways to yield meaningful, useful, practical and flexible user support. We evaluate the resulting framework on two real-world applications. LIPIcs, Vol. 210, 27th International Conference on Principles and Practice of Constraint Programming (CP 2021), pages 49:1-49:18 |
| Databáze: | OpenAIRE |
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