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COLT
2006
Springer
13 years 11 months ago
Learning Rational Stochastic Languages
Given a finite set of words w1, . . . , wn independently drawn according to a fixed unknown distribution law P called a stochastic language, an usual goal in Grammatical Inference ...
François Denis, Yann Esposito, Amaury Habra...
CCE
2004
13 years 7 months ago
An algorithmic framework for improving heuristic solutions: Part II. A new version of the stochastic traveling salesman problem
The algorithmic framework developed for improving heuristic solutions of the new version of deterministic TSP [Choi et al., 2002] is extended to the stochastic case. To verify the...
Jaein Choi, Jay H. Lee, Matthew J. Realff
WSC
2001
13 years 9 months ago
Monte Carlo simulation approach to stochastic programming
Various stochastic programmingproblemscan be formulated as problems of optimization of an expected value function. Quite often the corresponding expectation function cannot be com...
Alexander Shapiro
ASPDAC
2006
ACM
113views Hardware» more  ASPDAC 2006»
14 years 1 months ago
Transition-based coverage estimation for symbolic model checking
— Lack of complete formal specification is one of the major obstacles for the deployment of model checking. Coverage estimation addresses this issue by revealing the unverified...
Xingwen Xu, Shinji Kimura, Kazunari Horikawa, Take...
ATAL
2005
Springer
14 years 1 months ago
Bounded model checking for knowledge and real time
We present TECTLK, a logic to specify knowledge and real time in multi-agent systems. We show that the model checking problem is decidable, and we present an algorithm for TECTLK ...
Bozena Wozna, Alessio Lomuscio, Wojciech Penczek