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115
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BIRTHDAY
2006
Springer
15 years 7 months ago
A Stochastic Theory of Black-Box Software Testing
Abstract. We introduce a mathematical framework for black-box software testing of functional correctness, based on concepts from stochastic process theory. This framework supports ...
Karl Meinke
196
Voted
BIRTHDAY
2010
Springer
15 years 10 days ago
QPME 2.0 - A Tool for Stochastic Modeling and Analysis Using Queueing Petri Nets
Abstract Queueing Petri nets are a powerful formalism that can be exploited for modeling distributed systems and analyzing their performance and scalability. By combining the model...
Samuel Kounev, Simon Spinner, Philipp Meier
115
Voted
EOR
2010
149views more  EOR 2010»
15 years 3 months ago
Adaptive multicut aggregation for two-stage stochastic linear programs with recourse
Outer linearization methods for two-stage stochastic linear programs with recourse, such as the L-shaped algorithm, generally apply a single optimality cut on the nonlinear object...
Svyatoslav Trukhanov, Lewis Ntaimo, Andrew Schaefe...
127
Voted
CCE
2006
15 years 3 months ago
An efficient algorithm for large scale stochastic nonlinear programming problems
The class of stochastic nonlinear programming (SNLP) problems is important in optimization due to the presence of nonlinearity and uncertainty in many applications, including thos...
Y. Shastri, Urmila M. Diwekar
122
Voted
AI
2000
Springer
15 years 3 months ago
Stochastic dynamic programming with factored representations
Markov decisionprocesses(MDPs) haveproven to be popular models for decision-theoretic planning, but standard dynamic programming algorithms for solving MDPs rely on explicit, stat...
Craig Boutilier, Richard Dearden, Moisés Go...