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» Model checking erlang programs: the functional approach
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KI
2009
Springer
15 years 11 months ago
Surrogate Constraint Functions for CMA Evolution Strategies
Many practical optimization problems are constrained black boxes. Covariance Matrix Adaptation Evolution Strategies (CMA-ES) belong to the most successful black box optimization me...
Oliver Kramer, André Barthelmes, Günte...
ICFP
2005
ACM
16 years 4 months ago
Witnessing side-effects
We present a new approach to the old problem of adding side effects to purely functional languages. Our idea is to extend the language with "witnesses," which is based o...
Tachio Terauchi, Alexander Aiken
IOR
2011
152views more  IOR 2011»
14 years 11 months ago
Risk-Averse Two-Stage Stochastic Linear Programming: Modeling and Decomposition
We formulate a risk-averse two-stage stochastic linear programming problem in which unresolved uncertainty remains after the second stage. The objective function is formulated as ...
Naomi Miller, Andrzej Ruszczynski
SEFM
2006
IEEE
15 years 10 months ago
Automatic Property Checking for Software: Past, Present and Future
tic analysis tools based on abstraction are sound but not complete. Several practical static analysis tools are heuristic in nature —they are neither sound nor complete, but have...
Sriram K. Rajamani
ICFEM
2007
Springer
15 years 8 months ago
Automating Refinement Checking in Probabilistic System Design
Abstract. Refinement plays a crucial role in "top-down" styles of verification, such as the refinement calculus, but for probabilistic systems proof of refinement is a pa...
Carlos Gonzalia, Annabelle McIver