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133
Voted
CEC
2009
IEEE
15 years 9 months ago
2009
IEEE
— In this paper, the performance assessment of the hybrid Archive-based Micro Genetic Algorithm (AMGA) on a set of bound-constrained synthetic test problems is reported. The hybr...
142
Voted
ICDCS
2006
IEEE
15 years 8 months ago
2006
IEEE
This paper develops a scalable online optimization framework for the autonomic performance management of distributed computing systems operating in a dynamic environment to satisf...
134
Voted
ATAL
2010
Springer
15 years 2 months ago
2010
Springer
PAC-MDP algorithms approach the exploration-exploitation problem of reinforcement learning agents in an effective way which guarantees that with high probability, the algorithm pe...
203
Voted
ICAART
2010
INSTICC
15 years 11 months ago
2010
INSTICC
There has been a lot of recent work on Bayesian methods for reinforcement learning exhibiting near-optimal online performance. The main obstacle facing such methods is that in most...
124
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CEC
2009
IEEE
15 years 7 months ago
2009
IEEE
Abstract—A number of population based optimization algorithms have been proposed in recent years to solve unconstrained and constrained single and multi-objective optimization pr...