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GECCO
2008
Springer

Experiments with indexed FOR-loops in genetic programming

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 learn the repeating unit string of a given regular binary pattern string and can reproduce the learnt pattern to an arbitrary size, specified by a parameter N. We discovered that this particular problem, where the solution needs to scale with multiple size-instances of the problem, is very hard to solve without the help of domain knowledge. Categories and Subject Descriptors: I.2.2 Artificial Intelligence: Automatic Programming General Terms: Algorithms
Gayan Wijesinghe, Victor Ciesielski
Added 09 Nov 2010
Updated 09 Nov 2010
Type Conference
Year 2008
Where GECCO
Authors Gayan Wijesinghe, Victor Ciesielski
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