Dynamic Page Based Crossover in Linear Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8620

@Article{heywood:2002:SMCB,

• author = "M. I. Heywood and A. N. Zincir-Heywood",
• title = "Dynamic Page Based Crossover in Linear Genetic Programming",
• journal = "IEEE Transactions on Systems, Man, and Cybernetics: Part B - Cybernetics",
• year = "2002",
• volume = "32",
• number = "3",
• pages = "380--388",
• month = jun,
• email = "mheywood@cs.dal.ca",
• keywords = "genetic algorithms, genetic programming, linear genetic programming, crossover operator, homologous crossover, natural selection",
• DOI = "10.1109/TSMCB.2002.999814",
• ISSN = "1083-4419",
• abstract = "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 penalising generalisation ability.",

}

Genetic Programming entries for Malcolm Heywood Nur Zincir-Heywood

Citations