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|Title: ||Genetic evolution of sorting programs through a novel genotype-phenotype mapping|
|Authors: ||Xhemali, Daniela|
Hinde, Chris J.
|Keywords: ||Genetic programming|
|Issue Date: ||2010|
|Citation: ||XHEMALI, D., HINDE, C.J. and STONE, R., 2010. Genetic evolution of sorting programs through a novel genotype-phenotype mapping. IN: Filipe, J. and Kacprzyk, J. (eds.). Proceedings of ICEC 2010, Valencia, Spain, 24th-26th October, pp. 190-198.|
|Abstract: ||This paper presents an adaptable genetic evolutionary system, which includes an innovative approach to
mapping genotypes to phenotypes through XML rules. The evolutionary system was originally created to
evolve Regular Expressions (REs) to automate the extraction of web information. However, the system has
been adapted to work with a completely different domain – Complete Software Programs – to demonstrate
the flexibility of this approach. Specifically, the paper concentrates on the evolution of 'Sorting' programs .
Experiments show that our evolutionary system is successful and can be adapted to work for challenging
domains with minimum effort.|
|Description: ||This is a conference paper that was contributed for ICEC 2010.|
|Version: ||Accepted for publication|
|Publisher Link: ||http://www.insticc.org/InsticcPortal/Home.aspx|
|Appears in Collections:||Conference Papers and Presentations (Computer Science)|
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