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GECCO
2010
Springer
184views Optimization» more  GECCO 2010»
15 years 9 months ago
A mono surrogate for multiobjective optimization
Most surrogate approaches to multi-objective optimization build a surrogate model for each objective. These surrogates can be used inside a classical Evolutionary Multiobjective O...
Ilya Loshchilov, Marc Schoenauer, Michèle S...
ABIALS
2008
Springer
15 years 8 months ago
Multiscale Anticipatory Behavior by Hierarchical Reinforcement Learning
Abstract. In order to establish autonomous behavior for technical systems, the well known trade-off between reactive control and deliberative planning has to be considered. Within ...
Matthias Rungger, Hao Ding, Olaf Stursberg
ATAL
2008
Springer
15 years 8 months ago
Physical parameter optimization in swarms of ultra-low complexity agents
Physical agents (such as wheeled vehicles, UAVs, hovercraft, etc.) with simple control systems are often sensitive to changes in their physical design and control parameters. As s...
Ryan Connaughton, Paul W. Schermerhorn, Matthias S...
ISQED
2010
IEEE
128views Hardware» more  ISQED 2010»
15 years 8 months ago
A novel all-digital fractional-N frequency synthesizer architecture with fast acquisition and low spur
Digital implementation of analog function is becoming attractive in CMOS ICs, given the low supply voltage of ultra-scaled process. The conventional fractional-N frequency synthes...
Jun Zhao, Yong-Bin Kim
LREC
2010
166views Education» more  LREC 2010»
15 years 8 months ago
Learning Based Java for Rapid Development of NLP Systems
Today's natural language processing systems are growing more complex with the need to incorporate a wider range of language resources and more sophisticated statistical metho...
Nick Rizzolo, Dan Roth