Sciweavers

GECCO
2008
Springer
117views Optimization» more  GECCO 2008»
14 years 1 months ago
CrossNet: a framework for crossover with network-based chromosomal representations
We propose a new class of crossover operators for genetic algorithms (CrossNet) which use a network-based (or graphbased) chromosomal representation. We designed CrossNet with the...
Forrest Stonedahl, William Rand, Uri Wilensky
GECCO
2008
Springer
103views Optimization» more  GECCO 2008»
14 years 1 months ago
How generative encodings fare on less regular problems
Generative representations allow the reuse of code and thus facilitate the evolution of repeated phenotypic themes or modules. It has been shown that generative representations pe...
Jeff Clune, Charles Ofria, Robert T. Pennock
GECCO
2008
Springer
278views Optimization» more  GECCO 2008»
14 years 1 months ago
Elitism reduces bloat in genetic programming
Elitism is commonly used in generational GP to ensure that the best individuals discovered in a generation are not lost, and are made available for possible further improvements t...
Riccardo Poli, Nicholas Freitag McPhee, Leonardo V...
GECCO
2008
Springer
100views Optimization» more  GECCO 2008»
14 years 1 months ago
Optimizing hierarchical menus by genetic algorithm and simulated annealing
Hierarchical menus are now ubiquitous. The performance of the menu depends on many factors: structure, layout, colors and so on. There has been extensive research on novel menus, ...
Shouichi Matsui, Seiji Yamada
GECCO
2008
Springer
146views Optimization» more  GECCO 2008»
14 years 1 months ago
Automatic circle detection on images with an adaptive bacterial foraging algorithm
This article presents an algorithm for the automatic detection of circular shapes from complicated and noisy images. The algorithm is based on a recently developed swarm-intellige...
Sambarta Dasgupta, Arijit Biswas, Swagatam Das, Aj...
GECCO
2008
Springer
179views Optimization» more  GECCO 2008»
14 years 1 months ago
Evolutionary swarm design of architectural idea models
In this paper we present a swarm grammar system that makes use of bio-inspired mechanisms of reproduction, communication and construction in order to build three-dimensional struc...
Sebastian von Mammen, Christian Jacob
GECCO
2008
Springer
119views Optimization» more  GECCO 2008»
14 years 1 months ago
Comparing global and local mutations on bit strings
Benjamin Doerr, Thomas Jansen, Christian Klein
GECCO
2008
Springer
107views Optimization» more  GECCO 2008»
14 years 1 months ago
A coevolution archive based on problem dimension
Liping Yang, Houkuan Huang, Yabin Liu
GECCO
2008
Springer
124views Optimization» more  GECCO 2008»
14 years 1 months ago
Aiming for a theoretically tractable CSA variant by means of empirical investigations
Evolution Strategies (ES) for black-box optimization of a function f : Rn → R are investigated. Namely, we consider the cumulative step-size adaptation (CSA) for the variance of...
Jens Jägersküpper, Mike Preuss