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» Reusing Code in Genetic Programming
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GECCO
2011
Springer
248views Optimization» more  GECCO 2011»
13 years 1 months ago
Size-based tournaments for node selection
In genetic programming, the reproductive operators of crossover and mutation both require the selection of nodes from the reproducing individuals. Both unbiased random selection a...
Thomas Helmuth, Lee Spector, Brian Martin
AUIC
2006
IEEE
14 years 4 months ago
Visualisations of execution traces (VET): an interactive plugin-based visualisation tool
An execution trace contains a description of everything that happened during an execution of a program. Execution traces are useful, because they can help software engineers under...
Mike McGavin, Tim Wright, Stuart Marshall
IWPC
1998
IEEE
14 years 2 months ago
Archetypal Source Code Searches: A Survey of Software Developers and Maintainers
In this study, we conducted a survey to generate archetypes of source code searching by programmers across maintenance tasks. Using a questionnaire on a web page, we obtained 69 r...
Susan Elliott Sim, Charles L. A. Clarke, Richard C...
CPHYSICS
2006
119views more  CPHYSICS 2006»
13 years 10 months ago
GDF: A tool for function estimation through grammatical evolution
This article introduces a tool for data fitting that is based on genetic programming and especially on the grammatical evolution technique. The user needs to input a series of poi...
Ioannis G. Tsoulos, Dimitris Gavrilis, Evangelos D...
GECCO
2006
Springer
162views Optimization» more  GECCO 2006»
14 years 1 months ago
Algebraic simplification of GP programs during evolution
Program bloat is a fundamental problem in the field of Genetic Programming (GP). Exponential growth of redundant and functionally useless sections of programs can quickly overcome...
Phillip Wong, Mengjie Zhang