Using Self-learning and Automatic Tuning to Improve the Performance of Sexual Genetic Algorithms for Constraint Satisfaction Problems.
Hu XuKaren E. PetrieIain R. MurrayPublished in: ICCSW (2013)
Keyphrases
- constraint satisfaction problems
- constraint satisfaction
- genetic algorithm
- constraint propagation
- constraint programming
- np complete
- non binary
- search space
- combinatorial problems
- computational problems
- pseudo boolean optimization
- constraint solving
- soft constraints
- arc consistency
- np hard
- constraint networks
- multi objective
- sat problem
- genetic programming
- product configuration
- constraint optimization
- path consistency
- graph theory
- constraint problems
- constraint solver
- backtracking search
- solving constraint satisfaction problems
- partial constraint satisfaction
- randomly generated