EUROGP
2004
Springer
14 years 2 months ago
2004
Springer
In this paper we discuss the evolution of several components of a traditional Evolutionary Algorithm, such as genotype to phenotype mappings and genetic operators, presenting a for...
EUROGP
2004
Springer
14 years 2 months ago
2004
Springer
Most programs currently written by humans are object-oriented ones. Two of the greatest benefits of object oriented programming are the separation of interface from implementation,...
EUROGP
2004
Springer
14 years 2 months ago
2004
Springer
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...
EUROGP
2004
Springer
14 years 2 months ago
2004
Springer
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. In this paper we consider a new class of search and optimization algorithms inspired by molecular dynamics simulations in physics.
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
The paper presents for the first time automatic module acquisition and evolution within the graph based Cartesian Genetic Programming method. The method has been tested on a set of...
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
This study examines the possibility of evolving the grammar that Grammatical Evolution uses to specify the construction of a syntactically correct solution. As the grammar dictates...
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
Abstract. In this paper we propose an approach to Genetic Programming based on code reuse and we test it in the design of combinational logic circuits at the gate-level. The circui...
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
Internet based parallel genetic programming (GP) creates fractal patterns like Koch’s snow flake. Pfeiffer, http://www.cs.ucl.ac.uk /staff/W.Langdon/pfeiffer.html, by analogy w...
EUROGP
2004
Springer
14 years 4 months ago
2004
Springer
Lymphoma cancer classification with DNA microarray data is one of important problems in bioinformatics. Many machine learning techniques have been applied to the problem and produc...