The results show that improving syntactic locality reduces code bloat, and that leads to a slight improvement of the ability to generalise. By comparison, ...
Locality has long been seen as a crucial property for the efficiency of Evolutionary Algorithms in general, and Genetic Programming (GP) in particular.
This paper investigates the role of syntactic locality and semantic locality of crossover in Genetic Programming (GP). First we propose a novel crossover ...
Locality has long been seen as a crucial property for the efficiency of Evolutionary Algo- rithms in general, and Genetic Programming (GP) in particular.
Abstract: This paper investigates the role of syntactic locality and semantic locality of crossover in Genetic Programming (GP).
The role of syntactic and semantic locality of crossover in genetic ...
eprints.lqdtu.edu.vn › eprint
Uy, N.Q. and Hoai, N.X. and O'Neill, M. and McKay, B. (2010) The role of syntactic and semantic locality of crossover in genetic programming.
We present a novel technique, based on semantic analysis of programs, which forces each crossover to make candidate programs take a new step in the behavioural ...
The Role of Syntactic and Semantic Locality of Crossover in Genetic Programming · List of references · Publications that cite this publication.
On the roles of semantic locality of crossover in genetic programming
gpbib.pmacs.upenn.edu › gp-html
In this paper, we investigate the role of semantic locality of crossover in GP. We follow McPhee in measuring the semantics of a subtree using the fitness cases ...
Uy, N, Hoai, N, O�Neill, M et al. 2010, 'The role of syntactic and semantic locality of crossover in genetic programming', 11th International Conference on ...