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» Distributed Graph-Based State Space Generation
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ECEASST
2010
12 years 11 months ago
Distributed Graph-Based State Space Generation
Stefan Blom, Gijs Kant, Arend Rensink
INFORMS
1998
142views more  INFORMS 1998»
13 years 4 months ago
Distributed State Space Generation of Discrete-State Stochastic Models
High-level formalisms such as stochastic Petri nets can be used to model complex systems. Analysis of logical and numerical properties of these models often requires the generatio...
Gianfranco Ciardo, Joshua Gluckman, David M. Nicol
PKDD
2010
Springer
164views Data Mining» more  PKDD 2010»
13 years 2 months ago
Efficient Planning in Large POMDPs through Policy Graph Based Factorized Approximations
Partially observable Markov decision processes (POMDPs) are widely used for planning under uncertainty. In many applications, the huge size of the POMDP state space makes straightf...
Joni Pajarinen, Jaakko Peltonen, Ari Hottinen, Mik...
ENTCS
2008
90views more  ENTCS 2008»
13 years 4 months ago
A Database Approach to Distributed State Space Generation
We study distributed state space generation on a cluster of workstations. It is explained why state space partitioning by a global hash function is problematic when states contain...
Stefan Blom, Bert Lisser, Jaco van de Pol, Michael...
PE
2000
Springer
118views Optimization» more  PE 2000»
13 years 4 months ago
A probabilistic dynamic technique for the distributed generation of very large state spaces
Conventional methods for state space exploration are limited to the analysis of small systems because they suffer from excessive memory and computational requirements. We have dev...
William J. Knottenbelt, Peter G. Harrison, Mark Me...