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EVOW
2012
Springer
12 years 1 months ago
Hyperparameter Tuning in Bandit-Based Adaptive Operator Selection
We are using bandit-based adaptive operator selection while autotuning parallel computer programs. The autotuning, which uses evolutionary algorithm-based stochastic sampling, take...
Maciej Pacula, Jason Ansel, Saman P. Amarasinghe, ...
GECCO
2008
Springer
117views Optimization» more  GECCO 2008»
13 years 6 months ago
Adaptive operator selection with dynamic multi-armed bandits
Luís Da Costa, Álvaro Fialho, Marc S...
PUK
2000
13 years 7 months ago
Knowledge-Based Control of Decision Theoretic Planning - Adaptive Planning Model Selection
This paper proposes a new planning architecture for agents operating in uncertain and dynamic environments. Decisiontheoretic planning has been recognized as a useful tool for rea...
Jun Miura, Yoshiaki Shirai
MDM
2010
Springer
188views Communications» more  MDM 2010»
13 years 4 months ago
A Distributed Technique for Dynamic Operator Placement in Wireless Sensor Networks
—We present an optimal distributed algorithm to adapt the placement of a single operator in high communication cost networks, such as a wireless sensor network. Our parameterfree...
Georgios Chatzimilioudis, Nikos Mamoulis, Dimitrio...
IEEEIAS
2008
IEEE
14 years 5 days ago
Operator-Centric and Adaptive Intrusion Detection
: An intrusion detection system should support the operator of the system. Thus, in addition to producing alerts, it should allow for easy insertion of new detection algorithms. It...
Ulf Larson, Stefan Lindskog, Dennis K. Nilsson, Er...