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» Semantically driven mutation in genetic programming
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CEC
2009
IEEE
13 years 11 months ago
Semantically driven mutation in genetic programming
—Using semantic analysis, we present a technique known as semantically driven mutation which can explicitly detect and apply behavioural changes caused by the syntactic changes i...
Lawrence Beadle, Colin G. Johnson
FOGA
2011
12 years 8 months ago
Computational complexity analysis of simple genetic programming on two problems modeling isolated program semantics
Analyzing the computational complexity of evolutionary algorithms (EAs) for binary search spaces has significantly informed our understanding of EAs in general. With this paper, ...
Greg Durrett, Frank Neumann, Una-May O'Reilly
CEC
2008
IEEE
13 years 11 months ago
Semantically driven crossover in genetic programming
—Crossover forms one of the core operations in genetic programming and has been the subject of many different investigations. We present a novel technique, based on semantic anal...
Lawrence Beadle, Colin G. Johnson
GECCO
2009
Springer
130views Optimization» more  GECCO 2009»
13 years 9 months ago
Neutrality and variability: two sides of evolvability in linear genetic programming
The notion of evolvability has been put forward to describe the“core mechanism”of natural and artificial evolution. Recently, studies have revealed the influence of the envi...
Ting Hu, Wolfgang Banzhaf
GECCO
2009
Springer
127views Optimization» more  GECCO 2009»
13 years 9 months ago
Evo_indent interactive evolution of GNU indent options
Evo Indent http://www.dcs.kcl.ac.uk/staff/W.Langdon/ evo_indent/ is a PHP web server based user driven genetic algorithm which finds good C code layouts generated by GNU indent. ...
William B. Langdon