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Robustness, Stability, Recoverability and Reliability in CSP

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dc.contributor.author Barber Sanchís, Federico es_ES
dc.contributor.author Salido Gregorio, Miguel Angel es_ES
dc.date.accessioned 2013-05-17T08:36:44Z
dc.date.available 2013-05-17T08:36:44Z
dc.date.issued 2013-05-17
dc.identifier.uri http://hdl.handle.net/10251/28918
dc.description Technical Report es_ES
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 such 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, there are several issues regarding robustness that have a clear relevance in dynamic Constraint Satisfaction Problems (CSP). However, there is still no 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 CSPs. All these definitions are based on related well-known concepts, that are addressed in engineering and other related areas. es_ES
dc.format.extent 19 es_ES
dc.language Inglés es_ES
dc.publisher Universitat Politècnica de València es_ES
dc.rights Reconocimiento - No comercial (by-nc) es_ES
dc.subject Robustness es_ES
dc.subject Stability es_ES
dc.subject Dynamicity es_ES
dc.subject Constraint satisfaction problems es_ES
dc.subject.classification CIENCIAS DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL es_ES
dc.subject.classification LENGUAJES Y SISTEMAS INFORMATICOS es_ES
dc.title Robustness, Stability, Recoverability and Reliability in CSP 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 es_ES
dc.description.bibliographicCitation Barber Sanchís, F.; Salido Gregorio, MA. (2013). Robustness, Stability, Recoverability and Reliability in CSP. http://hdl.handle.net/10251/28918 es_ES


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