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100
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GECCO
2007
Springer
15 years 6 months ago
2007
Springer
Generating a random sampling of program trees with specified function and terminal sets is the initial step of many program evolution systems. I present a theoretical and experim...
113
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SAC
2006
ACM
14 years 11 months ago
2006
ACM
Many combinatorial optimization problems in biosequence analysis are solved via dynamic programming. To increase programming productivity and program reliability, a domain specifi...
GECCO
2007
Springer
15 years 6 months ago
2007
Springer
There has been a considerable body of work on search–based test data generation for branch coverage. However, hitherto, there has been no work on multi–objective branch covera...
GECCO
2007
Springer
15 years 3 months ago
2007
Springer
This paper analyses the reliability of confidence intervals for Koza's computational effort statistic. First, we conclude that dependence between the observed minimum generat...
100
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GECCO
2010
Springer
15 years 3 hour ago
2010
Springer
To complement standard fitness functions, we propose "Fitness Importance" (FI) as a novel meta-heuristic for online learning systems. We define FI and show how it can be...