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» Adapting Populations of Agents
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2010
Springer
15 years 3 months ago
Investigating the Local-Meta-Model CMA-ES for Large Population Sizes
For many real-life engineering optimization problems, the cost of one objective function evaluation can take several minutes or hours. In this context, a popular approach to reduce...
Zyed Bouzarkouna, Anne Auger, Didier Yu Ding
NECO
2010
103views more  NECO 2010»
14 years 4 months ago
Population Models of Temporal Differentiation
Temporal derivatives are computed by a wide variety of neural circuits, but the problem of performing this computation accurately has received little theoretical study. Here we sy...
Bryan P. Tripp, Chris Eliasmith
CORR
2006
Springer
95views Education» more  CORR 2006»
14 years 9 months ago
The computational power of population protocols
We consider the model of population protocols introduced by Angluin et al. [AAD+ 04], in which anonymous finite-state agents stably compute a predicate of the multiset of their in...
Dana Angluin, James Aspnes, David Eisenstat, Eric ...
ECAL
2003
Springer
15 years 2 months ago
Language Games with Mixed Populations
This paper presents an adaptation of Luc Steels’s model of Category Formation and Language Sharing. The simple competitive learning algorithm is proposed as a more general means ...
Michael Lewin, Emmet Spier
COLT
1993
Springer
15 years 1 months ago
Learning from a Population of Hypotheses
We introduce a new formal model in which a learning algorithm must combine a collection of potentially poor but statistically independent hypothesis functions in order to approxima...
Michael J. Kearns, H. Sebastian Seung