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LION
2007
Springer
192views Optimization» more  LION 2007»
15 years 10 months ago
Learning While Optimizing an Unknown Fitness Surface
This paper is about Reinforcement Learning (RL) applied to online parameter tuning in Stochastic Local Search (SLS) methods. In particular a novel application of RL is considered i...
Roberto Battiti, Mauro Brunato, Paolo Campigotto
FGCN
2007
IEEE
125views Communications» more  FGCN 2007»
15 years 4 months ago
Evaluation of a Simple Load Balancing Improvement for Reliable Server Pooling with Heterogeneous Server Pools
The IETF is currently standardizing a light-weight protocol framework for server redundancy and session failover: Reliable Server Pooling (RSerPool). It is the novel combination o...
Xing Zhou, Thomas Dreibholz, Erwin P. Rathgeb
MOR
2007
109views more  MOR 2007»
15 years 4 months ago
Solution and Forecast Horizons for Infinite-Horizon Nonhomogeneous Markov Decision Processes
We consider the problem of solving a nonhomogeneous infinite horizon Markov Decision Process (MDP) problem in the general case of potentially multiple optimal first period polic...
Torpong Cheevaprawatdomrong, Irwin E. Schochetman,...
CCE
2007
15 years 4 months ago
Optimal operation of simple refrigeration cycles: Part II: Selection of controlled variables
The paper focuses on operation of simple refrigeration cycles and considers the selection of controlled variables for two different cycles. One is a conventional sub-critical ammo...
Jørgen Bauck Jensen, Sigurd Skogestad
POPL
2007
ACM
16 years 4 months ago
Cost semantics for space usage in a parallel language
We describe a framework for better understanding scheduling policies for fine-grained parallel computations and their effect on space usage. We define a profiling semantics that c...
Daniel Spoonhower