Behavioral Search Drivers for Genetic Programing

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@InProceedings{krawiec:2014:EuroGP,

• author = "Krzysztof Krawiec and Una-May O'Reilly",
• title = "Behavioral Search Drivers for Genetic Programing",
• booktitle = "17th European Conference on Genetic Programming",
• year = "2014",
• editor = "Miguel Nicolau and Krzysztof Krawiec and Malcolm I. Heywood and Mauro Castelli and Pablo Garcia-Sanchez and Juan J. Merelo and Victor M. {Rivas Santos} and Kevin Sim",
• series = "LNCS",
• volume = "8599",
• publisher = "Springer",
• pages = "210--221",
• address = "Granada, Spain",
• month = "23-25 " # apr,
• organisation = "EvoStar",
• keywords = "genetic algorithms, genetic programming :poster",
• isbn13 = "978-3-662-44302-6",
• DOI = "doi:10.1007/978-3-662-44303-3_18",
• abstract = "Synthesising a program with the desired input-output behaviour by means of genetic programming is an iterative process that needs appropriate guidance. That guidance is conventionally provided by a fitness function that measures the conformance of program output with the desired output. Contrary to widely adopted stance, there is no evidence that this quality measure is the best choice; alternative search drivers may exist that make search more effective. This study proposes and investigates a new family of behavioural search drivers, which inspect not only final program output, but also program behavior meant as the partial results it arrives at while executed.",
• notes = "Part of \cite{Nicolau:2014:GP} EuroGP'2014 held in conjunction with EvoCOP2014, EvoBIO2014, EvoMusArt2014 and EvoApplications2014",

}

Genetic Programming entries for Krzysztof Krawiec Una-May O'Reilly

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