533 search results - page 1 / 107 » The Computational Complexity of Sensitivity Analysis and Par... |
15
Voted
UAI
2008
13 years 6 months ago
2008
While known algorithms for sensitivity analysis and parameter tuning in probabilistic networks have a running time that is exponential in the size of the network, the exact comput...
UAI
2004
13 years 6 months ago
2004
Previous work on sensitivity analysis in Bayesian networks has focused on single parameters, where the goal is to understand the sensitivity of queries to single parameter changes...
ICCAD
1999
IEEE
13 years 9 months ago
1999
IEEE
This paper presents a general method for computing transient sensitivities using both the direct and adjoint methods in event driven controlled explicit simulation algorithms that...
VTC
2010
IEEE
13 years 3 months ago
2010
IEEE
—Advanced packet scheduling schemes in 3G/3G+ mobile networks provide one or more parameters to optimise the trade-off between QoS and resource efficiency. In this paper we stud...
TSMC
2008
2008
An Efficient Binary-Decision-Diagram-Based Approach for Network Reliability and Sensitivity Analysis
13 years 4 months ago
Abstract--Reliability and sensitivity analysis is a key component in the design, tuning, and maintenance of network systems. Tremendous research efforts have been expended in this ...