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» Homologous Crossover in Genetic Programming
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EUROGP
2000
Springer
177views Optimization» more  EUROGP 2000»
13 years 10 months ago
Register Based Genetic Programming on FPGA Computing Platforms
The use of FPGA based custom computing platforms is proposed for implementing linearly structured Genetic Programs. Such a context enables consideration of micro architectural and ...
Malcolm I. Heywood, A. Nur Zincir-Heywood
GECCO
2000
Springer
104views Optimization» more  GECCO 2000»
13 years 10 months ago
Quadratic Bloat in Genetic Programming
In earlier work we predicted program size would grow in the limit at a quadratic rate and up to fty generations we measured bloat O(generations1:2;1:5). On two simple benchmarks w...
William B. Langdon
GECCO
2009
Springer
112views Optimization» more  GECCO 2009»
14 years 1 months ago
Approximating geometric crossover in semantic space
We propose a crossover operator that works with genetic programming trees and is approximately geometric crossover in the semantic space. By defining semantic as program’s eval...
Krzysztof Krawiec, Pawel Lichocki
GECCO
2006
Springer
218views Optimization» more  GECCO 2006»
13 years 10 months ago
A survey of mutation techniques in genetic programming
The importance of mutation varies across evolutionary computation domains including: genetic programming, evolution strategies, and genetic algorithms. In the genetic programming ...
Alan Piszcz, Terence Soule
AAAI
1992
13 years 7 months ago
Automatic Programming of Robots Using Genetic Programming
The goal in automatic programming is to get a computer to perform a task by telling it what needs to be done, rather than by explicitly programming it. This paper considers the ta...
John R. Koza, James Rice