Phase Transitions in Genetic Programming Search

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

@InCollection{Daida:2006:GPTP,

• author = "Jason M. Daida and Ricky Tang and Michael E. Samples and Matthew J. Byom",
• title = "Phase Transitions in Genetic Programming Search",
• booktitle = "Genetic Programming Theory and Practice {IV}",
• year = "2006",
• editor = "Rick L. Riolo and Terence Soule and Bill Worzel",
• volume = "5",
• series = "Genetic and Evolutionary Computation",
• pages = "237--256",
• address = "Ann Arbor",
• month = "11-13 " # may,
• publisher = "Springer",
• keywords = "genetic algorithms, genetic programming",
• ISBN = "0-387-33375-4",
• DOI = "doi:10.1007/978-0-387-49650-4_15",
• abstract = "Phase transitions and critical phenomena occur not only in thermodynamic systems but also in nonphysical systems that occur in computation. Of particular interest is the possibility that phase transitions occur in GP search. If this were so, it would allow for a statistical mechanics approach that would allow for quantitative comparisons of GP with a broad variety of rigorously described systems. This chapter summarises our research group's work in this area and describes a case study that illustrates what is involved in establishing the existence of phase transitions in GP search.",
• notes = "part of \cite{Riolo:2006:GPTP} Published Jan 2007 after the workshop",

}

Genetic Programming entries for Jason M Daida Ricky Tang Michael E Samples Matthew J Byom

Citations