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» Repeated Patterns in Tree Genetic Programming
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EUROGP
2005
Springer
114views Optimization» more  EUROGP 2005»
9 years 3 months ago
Repeated Patterns in Tree Genetic Programming
We extend our analysis of repetitive patterns found in genetic programming genomes to tree based GP. As in linear GP, repetitive patterns are present in large numbers. Size fair cr...
William B. Langdon, Wolfgang Banzhaf
GECCO
2008
Springer
155views Optimization» more  GECCO 2008»
8 years 11 months ago
Experiments with indexed FOR-loops in genetic programming
We investigated how indexed FOR-loops, such as the ones found in procedural programming languages, can be implemented in genetic programming. We use them to train programs that le...
Gayan Wijesinghe, Victor Ciesielski
EUROGP
2010
Springer
330views Optimization» more  EUROGP 2010»
9 years 4 months ago
Bandit-Based Genetic Programming
We consider the validation of randomly generated patterns in a Monte-Carlo Tree Search program. Our bandit-based genetic programming (BGP) algorithm, with proved mathematical prope...
Jean-Baptiste Hoock, Olivier Teytaud
GECCO
2005
Springer
100views Optimization» more  GECCO 2005»
9 years 3 months ago
Evolutionary tree genetic programming
We introduce a clustering-based method of subpopulation management in genetic programming (GP) called Evolutionary Tree Genetic Programming (ETGP). The biological motivation behin...
Ján Antolík, William H. Hsu
EUROCAST
2007
Springer
108views Hardware» more  EUROCAST 2007»
9 years 2 months ago
Pattern-Based Verification for Trees
Abstract. Pattern-based verification trying to abstract away the concrete number of repeated memory structures is one of the approaches that have recently been proposed for verific...
Milan Ceska, Pavel Erlebach, Tomás Vojnar
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