Title :
The Design of COMMA: An Extensible Framework for Mapping Constrained Objects to Native Solver Models
Author :
Soto, Ricardo ; Granvilliers, Laurent
Author_Institution :
Univ. de Nantes, Nantes
Abstract :
This paper presents the first implementation of COMMA, a new solver independent language for modeling constraint- based problems. The combination of a constraint language with an object-oriented framework represents the base of the core of COMMA. Extension capabilities have also been included with the aim of tackling a wide range of applications from combinatorial to continuous problems. A COMMA compiler has been implemented through a three layered architecture including a dynamic parsing system for handling efficiently the mapping process. In particular, COMMA models can be translated to different solvers, currently to ECLiPSe and Gecode/J.
Keywords :
constraint handling; object-oriented languages; program compilers; specification languages; COMMA compiler; ECLiPSe solver; Gecode/J solver; constrained object mapping; constraint language; constraint-based problem modeling; native solver model; object-oriented framework; solver independent language; Artificial intelligence; Computer languages; Encoding; Equations; Java; Libraries; Mathematical programming; Object oriented modeling; Power system modeling; Unified modeling language;
Conference_Titel :
Tools with Artificial Intelligence, 2007. ICTAI 2007. 19th IEEE International Conference on
Conference_Location :
Patras
Print_ISBN :
978-0-7695-3015-4
DOI :
10.1109/ICTAI.2007.119