Coevolving High-Level Representations

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@TechReport{Angeline:1993:CHLR,

• author = "P. J. Angeline and J. B. Pollack",
• title = "Coevolving High-Level Representations",
• institution = "Laboratory for Artificial Intelligence. The Ohio State University",
• year = "1993",
• type = "July",
• number = "Technical report 92-PA-COEVOLVE",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://www.demo.cs.brandeis.edu/papers/alife3.pdf",
• abstract = "Several evolutionary simulations allow for a dynamic resizing of the genotype. This is an important alternative to constraining the genotype's maximum size and complexity. In this paper, we add an additional dynamic to simulated evolution with the description of a genetic algorithm that coevolves its representation language with the genotypes. We introduce two mutation operators that permit the acquisition of modules from the genotypes during evolution. These modules form an increasingly highlevel representation language specific to the developmental environment. Experimental results illustrating interesting properties of the acquired modules and the evolved languages are provided.",
• size = "15 pages",

}

Genetic Programming entries for Peter John Angeline Jordan B Pollack

Citations