6 search results - page 1 / 2 » Improving the Generalisation Ability of Genetic Programming ... |
EUROGP
2010
Springer
2010
Springer
Improving the Generalisation Ability of Genetic Programming with Semantic Similarity based Crossover
13 years 5 months ago
This paper examines the impact of semantic control on the ability of Genetic Programming (GP) to generalise via a semantic based crossover operator (Semantic Similarity based Cross...
EUROGP
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. This paper explores distance measures based on genetic operators for genetic programming using tree structures. The consistency between genetic operators and distance mea...
AE
2005
Springer
13 years 10 months ago
2005
Springer
Most of the Evolutionary Algorithms handling variable-sized structures, like Genetic Programming, tend to produce too long solutions and the recombination operator used is often co...
CEC
2005
IEEE
13 years 10 months ago
2005
IEEE
This paper reports an improvement to genetic programming (GP) search for the symbolic regression domain, based on an analysis of dissimilarity and mating. GP search is generally di...
LPNMR
1993
Springer
13 years 8 months ago
1993
Springer
The notion of assumption-based framework generalises and re nes the use of abduction to give a formalisation of non-monotonic reasoning. In this framework, a sentence is a non-mon...