GECCO
2003
Springer
13 years 10 months ago
2003
Springer
This poster paper summarizes our research on fault tolerance arising as a by-product of the evolutionary computation process. Past research has shown evidence of robustness emergin...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. The problem of designing symmetric key cryptography algorithms based upon cellular automata (CAs) is considered. The reliability of the Vernam cipher used in the process ...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. The building block hypothesis implies that the epistatic property of a given problem must be connected well to the linkage property of the employed representation and cro...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
Abstract. A hybrid genetic algorithm is proposed for the sequential ordering problem. It is known that the performance of a genetic algorithm depends on the survival environment an...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
This paper suggests dense and switched modular primitives for a bond-graph-based GP design framework that automatically synthesizes designs for multi-domain, lumped parameter dynam...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
We discuss a theory for a realistic, applicable scaled genetic algorithm (GA) which converges asymptoticly to global optima in a coevolutionary setting involving two species. It is...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
Ensuring building-block (BB) mixing is critical to the success of genetic and evolutionary algorithms. This study develops facetwise models to predict the BB mixing time and the po...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
In this paper, we present a novel evolutionary algorithm, called NOCEA, which is suitable for Data Mining (DM) clustering applications. NOCEA evolves individuals that consist of a ...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer
It is well known that using high-locality representations is important for efficient evolutionary search. This paper discusses how the locality of a representation influences the ...
GECCO
2003
Springer
13 years 10 months ago
2003
Springer