15 search results - page 1 / 3 » Surrogate Constraint Functions for CMA Evolution Strategies |
KI
2009
Springer
13 years 11 months ago
2009
Springer
Many practical optimization problems are constrained black boxes. Covariance Matrix Adaptation Evolution Strategies (CMA-ES) belong to the most successful black box optimization me...
GECCO
2006
Springer
13 years 8 months ago
2006
Springer
An algorithm independent metric is introduced that measures the dispersion of a uniform random sample drawn from the top ranked percentiles of the search space. A low dispersion f...
CEC
2008
IEEE
13 years 11 months ago
2008
IEEE
Abstract—While scalarization approaches to multicriteria optimization become infeasible in the case of many objectives, for few objectives the benefits of populationbased method...
CEC
2008
IEEE
13 years 11 months ago
2008
IEEE
— This paper presents Natural Evolution Strategies (NES), a novel algorithm for performing real-valued ‘black box’ function optimization: optimizing an unknown objective func...
GECCO
2007
Springer
13 years 11 months ago
2007
Springer
A survey of niching algorithms, based on 5 variants of derandomized Evolution Strategies (ES), is introduced. This set of niching algorithms, ranging from the very first derandom...