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GECCO
2003
Springer
15 years 9 months ago
Theoretical Analysis of Simple Evolution Strategies in Quickly Changing Environments
Evolutionary algorithms applied to dynamic optimization problems has become a promising research area. So far, all papers in the area have assumed that the environment changes only...
Jürgen Branke, Wei Wang
SIGMETRICS
1995
ACM
116views Hardware» more  SIGMETRICS 1995»
15 years 8 months ago
A Study of Integrated Prefetching and Caching Strategies
Prefetching and caching are e ective techniques for improving the performance of le systems, but they have not been studied in an integrated fashion. This paper proposes four pro...
Pei Cao, Edward W. Felten, Anna R. Karlin, Kai Li
GECCO
2009
Springer
137views Optimization» more  GECCO 2009»
15 years 8 months ago
Efficient natural evolution strategies
Efficient Natural Evolution Strategies (eNES) is a novel alternative to conventional evolutionary algorithms, using the natural gradient to adapt the mutation distribution. Unlike...
Yi Sun, Daan Wierstra, Tom Schaul, Jürgen Sch...
EMO
2009
Springer
159views Optimization» more  EMO 2009»
15 years 11 months ago
Recombination for Learning Strategy Parameters in the MO-CMA-ES
The multi-objective covariance matrix adaptation evolution strategy (MO-CMA-ES) is a variable-metric algorithm for real-valued vector optimization. It maintains a parent population...
Thomas Voß, Nikolaus Hansen, Christian Igel
IWINAC
2007
Springer
15 years 10 months ago
Gaining Insights into Laser Pulse Shaping by Evolution Strategies
Abstract. We consider the numerical evolutionary optimization of dynamic molecular alignment by shaped femtosecond laser pulses. We study a simplified model of this quantum contro...
Ofer M. Shir, Joost N. Kok, Thomas Bäck, Marc...