9 search results - page 1 / 2 » Multi-task code reuse in genetic programming |
GECCO
2008
Springer
13 years 12 months ago
2008
Springer
We propose a method of knowledge reuse between evolutionary processes that solve different optimization tasks. We define the method in the framework of tree-based genetic progra...
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...
GPEM
2006
13 years 11 months ago
2006
Genetic programming (GP) extends traditional genetic algorithms to automatically induce computer programs. GP has been applied in a wide range of applications such as software ree...
CEC
2005
IEEE
14 years 4 months ago
2005
IEEE
This paper presents a modularization strategy for linear genetic programming (GP) based on a substring compression/substitution scheme. The purpose of this substitution scheme is t...
GECCO
2007
Springer
14 years 5 months ago
2007
Springer
Crucial to the more widespread use of evolutionary computation techniques is the ability to scale up to handle complex problems. In the field of genetic programming, a number of d...