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Robustness, Stability, Recoverability and Reliability in Dynamic Constraint Satisfaction Problems

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dc.contributor.author Barber Sanchís, Federico
dc.contributor.author Salido Gregorio, Miguel Angel
dc.date.accessioned 2011-04-11T11:32:20Z
dc.date.available 2011-04-11T11:32:20Z
dc.date.issued 2011-04-11
dc.identifier.uri http://hdl.handle.net/10251/10705
dc.description.abstract Many real-world problems in Artificial Intelligence (AI) as well as in other areas of computer science and engineering can be efficiently modeled and solved using constraint programming techniques. In many real-world scenarios the problem is partially known, imprecise and dynamic, so that some effects of actions are undesired and/or several un-foreseen incidences or changes can occur. Whereas expressivity, efficiency, and optimality have been the typical goals in the area, several is-sues regarding robustness appear with a clear relevance in dynamic constraint satisfaction problems (DCSPs). However, there is still no a clear and common definition of robustness-related concepts in CSPs. In this paper, we propose two clearly differentiated definitions for robustness and stability in CSP solutions. We also introduce the concepts of recoverability and reliability which arise in temporal DCSPs. All these definitions are based on related well-known concepts addressed in engineering and other related areas. es_ES
dc.language Inglés es_ES
dc.publisher Universitat Politècnica de València es_ES
dc.relation.ispartofseries Informes técnicos de investigación DSIC-IA-PS;1
dc.rights Reserva de todos los derechos es_ES
dc.subject Constraint satisfaction es_ES
dc.subject Robustness
dc.subject Dynamic constraint satisfaction problems
dc.title Robustness, Stability, Recoverability and Reliability in Dynamic Constraint Satisfaction Problems es_ES
dc.type Informe es_ES
dc.rights.accessRights Abierto es_ES
dc.contributor.affiliation Universitat Politècnica de València. Departamento de Sistemas Informáticos y Computación - Departament de Sistemes Informàtics i Computació
dc.description.bibliographicCitation Barber Sanchís, F.; Salido Gregorio, MA. (2011). Robustness, Stability, Recoverability and Reliability in Dynamic Constraint Satisfaction Problems. http://hdl.handle.net/10251/10705 es_ES


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