Authors
Christos Voudouris, Raphael Dorne, David Lesaint, Anne Liret
Publication date
2001
Conference
Principles and Practice of Constraint Programming—CP 2001: 7th International Conference, CP 2001 Paphos, Cyprus, November 26–December 1, 2001 Proceedings 7
Pages
716-729
Publisher
Springer Berlin Heidelberg
Description
Heuristic Search techniques are known for their efficiency and effectiveness in solving NP-Hard problems. However, there has been limited success so far in constructing a software toolkit which is dedicated to these methods and can fully support all the stages and aspects of researching and developing a system based on these techniques. Some of the reasons for that include the lack of problem modelling facilities and domain specific frameworks which specifically suit the operations of heuristic search, tedious code optimisations which are often required to achieve efficient implementations of these methods, and the large number of available algorithms - both local search and population-based - which make it difficult to implement and evaluate a range of techniques to find the most efficient one for the problem at hand. The iOpt Toolkit, presented in this article, attempts to address these issues by providing …
Total citations
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Scholar articles
C Voudouris, R Dorne, D Lesaint, A Liret - Principles and Practice of Constraint Programming …, 2001