Title :
On Validating Boolean Optimizers
Author :
Morgado, Antonio ; Marques-Silva, Joao
Author_Institution :
CSI/CASL, UCD, Dublin, Ireland
Abstract :
Boolean optimization finds a wide range of application domains, that motivated different organizations of Boolean optimizers. Some of the most successful approaches are based on iterative calls to an NP oracle. The increasing use of Boolean optimizers in practical settings raises the question of confidence in computed results. Recent work studied the validation of Boolean optimizers based on branch-and-bound search. This paper complements existing work, and develops methods for validating Boolean optimizers based on iterative calls to an NP oracle. Preliminary results indicate that the impact of the proposed method in overall performance is negligible.
Keywords :
Boolean functions; optimisation; tree searching; Boolean optimizer validation; NP oracle; branch-and-bound search; iterative calls; Boolean Optimization; Proof Traces;
Conference_Titel :
Tools with Artificial Intelligence (ICTAI), 2011 23rd IEEE International Conference on
Conference_Location :
Boca Raton, FL
Print_ISBN :
978-1-4577-2068-0
Electronic_ISBN :
1082-3409
DOI :
10.1109/ICTAI.2011.157