Extending Genetic Programming with Recombinative Guidance

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@InCollection{iba:1996:aigp2,

• author = "Hitoshi Iba and Hugo {de Garis}",
• title = "Extending Genetic Programming with Recombinative Guidance",
• booktitle = "Advances in Genetic Programming 2",
• publisher = "MIT Press",
• year = "1996",
• editor = "Peter J. Angeline and K. E. {Kinnear, Jr.}",
• pages = "69--88",
• chapter = "4",
• address = "Cambridge, MA, USA",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "0-262-01158-1",
• URL = "http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6277499",
• DOI = "doi:10.7551/mitpress/1109.003.0008",
• size = "20 pages",
• abstract = "This chapter introduces a recombinative guidance mechanism for GP (Genetic Programming), and shows the effectiveness of our approach using various experiments. Traditional GP blindly combines subtrees, by applying crossover operations. This blind replacement, in general, can often disrupt beneficial building-blocks in tree structures. Randomly chosen crossover points ignore the semantics of the parent trees. Our goal is to exploit already built structures by adaptive recombination, in which GP recombination is guided by ``S-value'' measures. We present various S-value definitions, and show that the performance depends upon the definition.",

}

Genetic Programming entries for Hitoshi Iba Hugo de Garis

Citations