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Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems (2006)
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| Venue: | In Proc. of GECCO. ACM |
| Citations: | 6 - 5 self |
BibTeX
@INPROCEEDINGS{Walker06embeddedcartesian,
author = {James Alfred Walker},
title = {Embedded cartesian genetic programming and the lawnmower and hierarchical-if-and-only-if problems},
booktitle = {In Proc. of GECCO. ACM},
year = {2006}
}
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Abstract
Embedded Cartesian Genetic Programming (ECGP) is an extension of the directed graph based Cartesian Genetic Programming (CGP), which is capable of automatically acquiring, evolving and re-using partial solutions in the form of modules. In this paper, we apply for the first time, CGP and ECGP to the well known Lawnmower problem and to the Hierarchical-if-and-Only-if problem. The latter is normally associated with Genetic Algorithms. Computational effort figures are calculated from the results of both CGP and ECGP and our results compare favourably with other techniques.
