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A Comparison of Genetic Programming with Genetic Algorithms for Wire Antenna Design
Joint Authors
Molteno, T. C. A.
Williams, P. J.
Source
International Journal of Antennas and Propagation
Issue
Vol. 2008, Issue 2008 (31 Dec. 2008), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2008-05-11
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Abstract EN
This work compares the performance of genetic programming (GP) against traditional fixed-length genome GA approaches on the optimization of wire antenna designs.
We describe the implementation of a GP electromagnetic optimization system for wire structures.
The results are compared with the traditional GA approach.
Although the dimensionality of the search space is much higher for GP than GA, we find that the GP approach gives better results than GA for the same computational effort.
In addition, we find that a more expressive antenna structure grammar, dramatically, improves the performance of the GP approach.
American Psychological Association (APA)
Williams, P. J.& Molteno, T. C. A.. 2008. A Comparison of Genetic Programming with Genetic Algorithms for Wire Antenna Design. International Journal of Antennas and Propagation،Vol. 2008, no. 2008, pp.1-6.
https://search.emarefa.net/detail/BIM-453830
Modern Language Association (MLA)
Williams, P. J.& Molteno, T. C. A.. A Comparison of Genetic Programming with Genetic Algorithms for Wire Antenna Design. International Journal of Antennas and Propagation No. 2008 (2008), pp.1-6.
https://search.emarefa.net/detail/BIM-453830
American Medical Association (AMA)
Williams, P. J.& Molteno, T. C. A.. A Comparison of Genetic Programming with Genetic Algorithms for Wire Antenna Design. International Journal of Antennas and Propagation. 2008. Vol. 2008, no. 2008, pp.1-6.
https://search.emarefa.net/detail/BIM-453830
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-453830