GECCO
2004
Springer
13 years 10 months ago
2004
Springer
In this paper, we propose a genetic network programming (GNP) architecture using a coevolution model called automatically defined groups (ADG). The GNP evolves networks for describ...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
This paper explores some simple evolutionary strategies for an elitist, steady-state Pareto-based multi-objective evolutionary algorithm. The experimental framework is based on the...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. In this paper we give a representation-independent topological definition of crossover that links it tightly to the notion of fitness landscape. Building around this defi...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Understanding the hierarchical relationships among biochemical, metabolic, and physiological systems in the mapping between genotype and phenotype is expected to improve the diagno...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Particle Swarm Optimization is gaining momentum as a simple and effective optimization technique. We present a new approach to PSO that significantly reduces the number...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
In recent literature, the niche enabling effects of crowding and the sharing algorithms have been systematically investigated in the context of Genetic Algorithms and are now estab...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. Two methods were evaluated for performing spectral breakpoint matching: a multi-level pruned exhaustive search and a genetic algorithm. The GA found matches about as good...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Software design techniques emphasize the use of abstractions to help developers deal with the complexity of constructing large and complex systems. These abstractions can also be u...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
Abstract. A method for evolving programs that construct multicellular structures (organisms) is described. The paper concentrates on the difficult problem of evolving a cell progra...