Constraint Acquisition as Semi-Automatic Modeling
| Autor: | Remi Coletta, Barry O'Sullivan, Joël Quinqueton, Sarah O’Connell, Eugene C. Freuder, Christian Bessiere |
|---|---|
| Přispěvatelé: | Agents, Apprentissage, Contraintes (COCONUT), Laboratoire d'Informatique de Robotique et de Microélectronique de Montpellier (LIRMM), Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM), Cork Constraint Computation Centre (4C UCC), University College Cork (UCC), Springer |
| Jazyk: | angličtina |
| Rok vydání: | 2003 |
| Předmět: |
050210 logistics & transportation
Mathematical optimization Computer science 05 social sciences Version space [INFO.INFO-OH]Computer Science [cs]/Other [cs.OH] 02 engineering and technology Projection property Field (computer science) Constraint (information theory) Constraint acquisition 0502 economics and business 0202 electrical engineering electronic engineering information engineering Constraint programming 020201 artificial intelligence & image processing Constraint reasoning Semi automatic |
| Zdroj: | IA: Artificial Intelligence IA: Artificial Intelligence, 2003, Cambridge, United Kingdom. pp.111-124 Research and Development in Intelligent Systems XX ISBN: 9781852337803 SGAI Conf. |
| Popis: | International audience; Constraint programming is a technology which is now widely used to solve com- binatorial problems in industrial applications. However, using it requires consid- erable knowledge and expertise in the field of constraint reasoning. This paper introduces a framework for automatically learning constraint networks from sets of instances that are either acceptable solutions or non-desirable assignments of the problem we would like to express. Such an approach has the potential to be of assistance to a novice who is trying to articulate her constraints. By restricting the language of constraints used to build the network, this could also assist an expert to develop an efficient model of a given problem. This paper provides a theoretical framework for a research agenda in the area of interactive constraint acquisition, automated modelling and automated constraint programming. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
|