Sciweavers

Share
TSMC
2002

Dynamic page based crossover in linear genetic programming

8 years 11 months ago
Dynamic page based crossover in linear genetic programming
Page-based Linear Genetic Programming (GP) is proposed in which individuals are described in terms of a number of pages. Pages are expressed in terms of a fixed number of instructions, constant for all individuals in the population. Pairwise crossover results in the swapping of single pages, thus individuals are of a fixed number of instructions. Head-to-head comparison with Tree structured GP and block-based Linear GP indicates that the page-based approach evolves succinct solutions without penalizing generalization ability.
Malcolm I. Heywood, A. Nur Zincir-Heywood
Added 23 Dec 2010
Updated 23 Dec 2010
Type Journal
Year 2002
Where TSMC
Authors Malcolm I. Heywood, A. Nur Zincir-Heywood
Comments (0)
books