High-level modeling of component-based CSPs

Chenouard R.; Granvilliers L.; Soto R.

Keywords: model, systems, modeling, elements, optimization, intelligence, design, component, components, constraint, types, language, languages, concrete, process, object, artificial, embodiment, combinatorial, mathematical, polymorphic, problems, engineering, programming, new, based, Hierarchical, oriented, High-level, approaches, Object-oriented, constructs, Sub-problems, notations

Abstract

Most of modern constraint modeling languages combine rich constraint languages with mathematical notations to tackle combinatorial optimization problems. Our purpose is to introduce new component-oriented language constructs to manipulate hierarchical problems, for instance for modeling engineering system architectures with conditional sub-problems. To this end, an object-oriented modeling language is associated with a powerful constraint language. It offers the possibility of defining conditional components to be activated at solving time, declaring polymorphic components whose concrete types have to be determined, and overriding model elements. We illustrate the benefits of this new approach in the modeling process of a difficult embodiment design problem having several architectural alternatives. © 2010 Springer-Verlag.

Más información

Título de la Revista: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volumen: 6404
Editorial: Society of Laparoendoscopic Surgeons
Fecha de publicación: 2010
Página de inicio: 233
Página final: 242
URL: http://www.scopus.com/inward/record.url?eid=2-s2.0-78649951804&partnerID=q2rCbXpz