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» Likelihood Computations Using Value Abstraction
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CONCUR
2009
Springer
14 years 4 months ago
Concavely-Priced Probabilistic Timed Automata
Abstract. Concavely-priced probabilistic timed automata, an extension of probabilistic timed automata, are introduced. In this paper we consider expected reachability, discounted, ...
Marcin Jurdzinski, Marta Z. Kwiatkowska, Gethin No...
CEC
2008
IEEE
14 years 4 months ago
Potential and dynamics-based Particle Swarm Optimization
Abstract— The Particle Swarm Optimization (PSO) algorithm is a robust stochastic evolutionary computation technique based on the movement and intelligence of swarms. This paper p...
Hyungmin Park, Jong-Hwan Kim
SPIN
2005
Springer
14 years 3 months ago
Symbolic Model Checking for Asynchronous Boolean Programs
Abstract. Software model checking problems generally contain two different types of non-determinism: 1) non-deterministically chosen values; 2) the choice of interleaving among th...
Byron Cook, Daniel Kroening, Natasha Sharygina
GECCO
2004
Springer
118views Optimization» more  GECCO 2004»
14 years 3 months ago
Adaptive Sampling for Noisy Problems
Abstract. The usual approach to deal with noise present in many realworld optimization problems is to take an arbitrary number of samples of the objective function and use the samp...
Erick Cantú-Paz
GECCO
2004
Springer
14 years 3 months ago
Virtual Ramping of Genetic Programming Populations
Abstract. Genetic Programming often uses excessive computational resources because the population size and the maximum number of generations per run are not optimized. We have deve...
Thomas Fernandez