JOURNAL ARTICLE

Constraint Satisfaction Techniques for Combinatorial Problems

David E. Narváez

Year: 2018 Journal:   Proceedings of the AAAI Conference on Artificial Intelligence Vol: 32 (1)   Publisher: Association for the Advancement of Artificial Intelligence

Abstract

The last two decades have seen extraordinary advances in industrial applications of constraint satisfaction techniques, while combinatorial problems have been pushed to the sidelines. We propose a comprehensive analysis of the state of the art in constraint satisfaction problems when applied to combinatorial problems in areas such as graph theory, set theory, algebra, among others. We believe such a study will provide us with a deeper understanding about the limitations we still face in constraint satisfaction problems.

Keywords:
Constraint satisfaction problem Constraint satisfaction Constraint (computer-aided design) Constraint satisfaction dual problem Complexity of constraint satisfaction Constraint programming Set (abstract data type) Combinatorial optimization Constraint graph Computer science Mathematical optimization Local consistency Theoretical computer science Mathematics Artificial intelligence

Metrics

2
Cited By
0.00
FWCI (Field Weighted Citation Impact)
81
Refs
0.06
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Constraint Satisfaction and Optimization
Physical Sciences →  Computer Science →  Computer Networks and Communications
Advanced Graph Theory Research
Physical Sciences →  Computer Science →  Computational Theory and Mathematics
Scheduling and Optimization Algorithms
Physical Sciences →  Engineering →  Industrial and Manufacturing Engineering

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