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» Incremental evolution strategy for function optimization
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GECCO
2006
Springer
124views Optimization» more  GECCO 2006»
14 years 2 months ago
Hierarchically organised evolution strategies on the parabolic ridge
Organising evolution strategies hierarchically has been proposed as a means for adapting strategy parameters such as step lengths. Experimental research has shown that on ridge fu...
Dirk V. Arnold, Alexander MacLeod
GECCO
2006
Springer
123views Optimization» more  GECCO 2006»
14 years 2 months ago
Reconsidering the progress rate theory for evolution strategies in finite dimensions
This paper investigates the limits of the predictions based on the classical progress rate theory for Evolution Strategies. We explain on the sphere function why positive progress...
Anne Auger, Nikolaus Hansen
ICES
2010
Springer
148views Hardware» more  ICES 2010»
13 years 8 months ago
An Efficient Selection Strategy for Digital Circuit Evolution
In this paper, we propose a new modification of Cartesian Genetic Programming (CGP) that enables to optimize digital circuits more significantly than standard CGP. We argue that co...
Zbysek Gajda, Lukás Sekanina
GECCO
2010
Springer
230views Optimization» more  GECCO 2010»
14 years 3 months ago
Exponential natural evolution strategies
The family of natural evolution strategies (NES) offers a principled approach to real-valued evolutionary optimization by following the natural gradient of the expected fitness....
Tobias Glasmachers, Tom Schaul, Yi Sun, Daan Wiers...
GECCO
2010
Springer
194views Optimization» more  GECCO 2010»
14 years 3 months ago
Fitting multi-planet transit models to photometric time-data series by evolution strategies
In this paper we present the application of an evolution strategy to the problem of detecting multi-planet transit events in photometric time-data series. Planetary transits occur...
Andreas M. Chwatal, Günther R. Raidl, Michael...