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» Multi-level neutrality in optimization
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EUROGP
2003
Springer
15 years 2 months ago
Neutral Variations Cause Bloat in Linear GP
Abstract. In this contribution we investigate the influence of different variation effects on the growth of code. A mutation-based variant of linear GP is applied that operates ...
Markus Brameier, Wolfgang Banzhaf
GECCO
2008
Springer
123views Optimization» more  GECCO 2008»
14 years 10 months ago
On hopeful monsters, neutral networks and junk code in evolving L-systems
This paper investigates L-system evolution through experiments with a simulation platform of virtual plants. The conducted simulations vary the occurrence probability of terminal ...
Stefan Bornhofen, Claude Lattaud
CEC
2008
IEEE
15 years 3 months ago
When to use bit-wise neutrality
—Representation techniques are important issues when designing successful evolutionary algorithms. Within this field the use of neutrality plays an important role. We examine th...
Tobias Friedrich, Frank Neumann
GECCO
2009
Springer
130views Optimization» more  GECCO 2009»
15 years 2 months ago
Neutrality and variability: two sides of evolvability in linear genetic programming
The notion of evolvability has been put forward to describe the“core mechanism”of natural and artificial evolution. Recently, studies have revealed the influence of the envi...
Ting Hu, Wolfgang Banzhaf
GECCO
2007
Springer
158views Optimization» more  GECCO 2007»
15 years 1 months ago
A GP neutral function for the artificial ANT problem
This paper introduces a function that increases the amount of neutrality (inactive code in Genetic Programming) for the Artificial Ant Problem. The objective of this approach is t...
Esteban Ricalde, Katya Rodríguez-Váz...