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Digital
Library of the European Council for Modelling and Simulation |
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Title: |
Analytical
Programming With Extended Individuals |
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Authors: |
Adam Viktorin,
Michal Pluhacek, Zuzana Kominkova Oplatkova, Roman Senkerik |
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Published in:
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(2016).ECMS 2016 Proceedings edited
by: Thorsen Claus, Frank Herrmann, Michael Manitz, Oliver Rose, European Council for Modeling and
Simulation. doi:10.7148/2016 ISBN:
978-0-9932440-2-5 30th
European Conference on Modelling and Simulation, Regensburg Germany, May 31st
– June 3rd, 2016 |
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Citation
format: |
Adam Viktorin,
Michal Pluhacek, Zuzana Kominkova Oplatkova, Roman Senkerik (2016). Analytical Programming With Extended
Individuals, ECMS 2016 Proceedings edited by: Thorsten Claus, Frank Herrmann,
Michael Manitz, Oliver Rose
European Council for Modeling and Simulation. doi:10.7148/2016-0237 |
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DOI: |
http://dx.doi.org/10.7148/2016-0237 |
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Abstract: |
This paper proposes a new technique
for the estimation of values of constants in programs synthesized by Analytical
Programming (AP). Proposed technique divides the features of an individual in
Evolutionary Algorithm (EA) into two parts – program part and constant part.
Features in program part are mapped to synthesized program and features in
constant part are used as constant values. AP with implementation of this technique
is tested on four benchmark functions – Quintic, Sextic, 3Sine and 4Sine. |
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