55 search results - page 2 / 11 » A Rigorous Evaluation of Crossover and Mutation in Genetic P... |
EC
1998
13 years 5 months ago
1998
In this paper we first review the main results obtained in the theory of schemata in Genetic Programming (GP) emphasising their strengths and weaknesses. Then we propose a new, s...
GECCO
2008
Springer
13 years 6 months ago
2008
Springer
This paper presents an Adaptive Genetic Algorithm (AGA) where selection pressure, crossover and mutation probabilities are adapted according to population diversity statistics. Th...
EUROGP
2007
Springer
13 years 11 months ago
2007
Springer
This work analyzes fitness landscapes for the image filter design problem approached using functional-level Cartesian Genetic Programming. Smoothness and ruggedness of fitness l...
GECCO
2004
Springer
13 years 10 months ago
2004
Springer
For problems where the evaluation of an individual is the dominant factor in the total computation time of the evolutionary process, minimizing the number of evaluations becomes cr...
EUROGP
2007
Springer
13 years 11 months ago
2007
Springer
This paper reports on the results of a preliminary study conducted to evaluate genetic programming (GP) as a means of evolving finite state transducers. A genetic programming syste...