No Free Lunch, Program Induction and Combinatorial Problems

Created by W.Langdon from gp-bibliography.bib Revision:1.7662

@InProceedings{woodward03b,

• author = "John R. Woodward and James R. Neil",
• title = "No Free Lunch, Program Induction and Combinatorial Problems",
• booktitle = "Genetic Programming, Proceedings of EuroGP'2003",
• year = "2003",
• editor = "Conor Ryan and Terence Soule and Maarten Keijzer and Edward Tsang and Riccardo Poli and Ernesto Costa",
• volume = "2610",
• series = "LNCS",
• pages = "475--484",
• address = "Essex",
• publisher_address = "Berlin",
• month = "14-16 " # apr,
• organisation = "EvoNet",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming: Poster",
• ISBN = "3-540-00971-X",
• URL = "http://www.cs.bham.ac.uk/~jrw/publications/2003/NoFreeLunchProgramInductionandCombinatorialProblems/nfl.ps",
• DOI = "doi:10.1007/3-540-36599-0_45",
• abstract = "This paper has three aims. Firstly, to clarify the poorly understood No Free Lunch Theorem (NFL) which states all search algorithms perform equally. Secondly, search algorithms are often applied to program induction and it is suggested that NFL does not hold due to the universal nature of the mapping between program space and functionality space. Finally, NFL and combinatorial problems are examined. When evaluating a candidate solution, it can be discarded without being fully examined. A stronger version of NFL is established for this class of problems where the goal is to minimize a quantity.",
• notes = "EuroGP'2003 held in conjunction with EvoWorkshops 2003",

}

Genetic Programming entries for John R Woodward James R Neil

Citations