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» An Integrated Solver for Optimization Problems
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156
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AMAI
2008
Springer
15 years 3 months ago
Integrating answer set programming and constraint logic programming
We introduce a knowledge representation language AC(C) extending the syntax and semantics of ASP and CR-Prolog, give some examples of its use, and present an algorithm, ACsolver, ...
Veena S. Mellarkod, Michael Gelfond, Yuanlin Zhang
ICML
2009
IEEE
16 years 4 months ago
A majorization-minimization algorithm for (multiple) hyperparameter learning
We present a general Bayesian framework for hyperparameter tuning in L2-regularized supervised learning models. Paradoxically, our algorithm works by first analytically integratin...
Chuan-Sheng Foo, Chuong B. Do, Andrew Y. Ng
130
Voted
CCE
2008
15 years 2 months ago
Large scale optimization strategies for zone configuration of simulated moving beds
Simulated Moving Bed (SMB) processes are widely used in sugar, petrochemical, and pharmaceutical industries. However, systematic optimization of SMB, especially finding the optima...
Yoshiaki Kawajiri, Lorenz T. Biegler
216
Voted
NFM
2011
335views Formal Methods» more  NFM 2011»
14 years 10 months ago
CORAL: Solving Complex Constraints for Symbolic PathFinder
Symbolic execution is a powerful automated technique for generating test cases. Its goal is to achieve high coverage of software. One major obstacle in adopting the technique in pr...
Matheus Souza, Mateus Borges, Marcelo d'Amorim, Co...
144
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SAT
2009
Springer
91views Hardware» more  SAT 2009»
15 years 10 months ago
VARSAT: Integrating Novel Probabilistic Inference Techniques with DPLL Search
Probabilistic inference techniques can be used to estimate variable bias, or the proportion of solutions to a given SAT problem that fix a variable positively or negatively. Metho...
Eric I. Hsu, Sheila A. McIlraith