|
|
Digital Library of the
European Council for Modelling and Simulation |
|
Title: |
Transplant
Evolution For Optimization Of General Controllers |
|
Authors: |
Roman Weisser, Pavel Ońmera, Miloń Ńeda, Oldřich
Kratochvíl |
|
Published in:
|
(2010).ECMS
2010 Proceedings edited by A Bargiela S A Ali D Crowley E J H Kerckhoffs.
European Council for Modeling and Simulation. doi:10.7148/2010 ISBN:
978-0-9564944-1-2 24th
European Conference on Modelling and Simulation, Simulation Meets Global Challenges Kuala
Lumpur, June 1-4 2010 |
|
Citation
format: |
Weisser, R., Osmera, P., Seda, M.,
& Kratochvil, O. (2010). Transplant Evolution For Optimization Of General
Controllers. ECMS 2010 Proceedings edited by A Bargiela S A Ali D Crowley E J
H Kerckhoffs (pp. 296-301). European Council for Modeling and Simulation. doi:10.7148/2010-0296-0301 |
|
DOI: |
http://dx.doi.org/10.7148/2010-0296-0301 |
|
Abstract: |
This paper describes a new method
of evolution that is named Transplant Evolution (TE). None of the individuals
of the transplant evolution contains genotype as in Grammatical Evolution
(GE). Each individual of the transplant evolution contains the phenotype in
the tree structure. Reproduction methods as crossover and mutation work with
parts of phenotypes (sub-trees). The hierarchical structure of
grammar-differential evolution that is used for finding optimal structures
and parameters of general controllers is described. |
|
Full
text: |
|
