63 search results - page 6 / 13 » On Replacement Strategies in Steady State Evolutionary Algor... |
SMC
2007
IEEE
15 years 3 months ago
2007
IEEE
– In this paper, we present a hierarchical methodology that learns new walking gaits autonomously while operating in an uncharted environment, such as on the Mars planetary surfa...
64
Voted
FOGA
1992
14 years 10 months ago
1992
There has been a lot of recent interest in so-called "steady state" genetic algorithms (GAs) which, among other things, replace only a few individuals (typically 1 or 2)...
EVOW
2007
Springer
15 years 3 months ago
2007
Springer
The effective reverse engineering of biochemical networks is one of the great challenges of systems biology. The contribution of this paper is two-fold: 1) We introduce a new meth...
77
Voted
GECCO
2008
Springer
14 years 10 months ago
2008
Springer
Hereditary Repulsion (HR) is a selection method coupled with a fitness constraint that substantially improves the performance and consistency of evolutionary algorithms. This als...
GECCO
2008
Springer
14 years 10 months ago
2008
Springer
A possible alternative to fine topology tuning for Neural Network (NN) optimization is to use Echo State Networks (ESNs), recurrent NNs built upon a large reservoir of sparsely r...