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FOCS
2007
IEEE
14 years 1 months ago
Adaptive Simulated Annealing: A Near-optimal Connection between Sampling and Counting
We present a near-optimal reduction from approximately counting the cardinality of a discrete set to approximately sampling elements of the set. An important application of our wo...
Daniel Stefankovic, Santosh Vempala, Eric Vigoda
WSC
2001
13 years 9 months ago
Database driven factory simulation: a proof-of-concept demonstrator
The paper presents a database-based method to reduce the development time and project lead-time for large discreteevent simulation models of entire factories. The database used to...
Lars G. Randell, Gunnar S. Bolmsjö
ML
2002
ACM
143views Machine Learning» more  ML 2002»
13 years 7 months ago
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
KDD
1994
ACM
113views Data Mining» more  KDD 1994»
13 years 11 months ago
Exploration of Simulation Experiments by Discovery
: Weexemplify in this paper, howa discovery system is applied to the analysis of simulation experimentsin practical political planning, andshowwhatkind of newknowledgecan be discov...
Willi Klösgen
ANSS
2007
IEEE
14 years 1 months ago
The JMT Simulator for Performance Evaluation of Non-Product-Form Queueing Networks
This paper describes JSIM: the simulation module of the Java Modelling Tools (JMT), an open-source fully-portable Java suite for capacity planning studies. The simulator has been ...
Marco Bertoli, Giuliano Casale, Giuseppe Serazzi