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GECCO
2007
Springer
162views Optimization» more  GECCO 2007»
15 years 5 months ago
Learning noise
In this paper we propose a genetic programming approach to learning stochastic models with unsymmetrical noise distributions. Most learning algorithms try to learn from noisy data...
Michael D. Schmidt, Hod Lipson
APPROX
2010
Springer
188views Algorithms» more  APPROX 2010»
15 years 1 months ago
Approximation Algorithms for Reliable Stochastic Combinatorial Optimization
We consider optimization problems that can be formulated as minimizing the cost of a feasible solution wT x over an arbitrary combinatorial feasible set F {0, 1}n . For these pro...
Evdokia Nikolova
VLSID
2002
IEEE
151views VLSI» more  VLSID 2002»
16 years 3 days ago
Mode Selection and Mode-Dependency Modeling for Power-Aware Embedded Systems
Among the many techniques for system-level power management, it is not currently possible to guarantee timing constraints and have a comprehensive system model at the same time. S...
Dexin Li, Pai H. Chou, Nader Bagherzadeh
IEEEARES
2006
IEEE
15 years 5 months ago
Diagnosis of Complex Systems Using Ant Colony Decision Petri Nets
Failure diagnosis in large and complex systems is a critical task. A discrete event system (DES) approach to the problem of failure diagnosis is presented in this paper. A classic...
Calin Ciufudean, Adrian Graur, Constantin Filote, ...
EOR
2010
87views more  EOR 2010»
14 years 11 months ago
Inventory systems with stochastic demand and supply: Properties and approximations
ic copy available at: http://ssrn.com/abstract=1115410 Inventory Systems with Stochastic Demand and Supply: Properties and Approximations Amanda J. Schmitt Center for Transportatio...
Amanda J. Schmitt, Lawrence V. Snyder, Zuo-Jun Max...