Transplant Evolution for Optimization of General Controllers
P. Ošmera
Brno University of Technology
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. Each individual of the transplant evolution contains only phenotype. Reproduction methods as crossover and mutation work and store only the phenotype. The hierarchical structure of grammar-differential evolution that is used for finding optimal structures and parameters of general controllers is described.
Full paper
Session
Process Optimisation (Poster)
Reference
Ošmera, P.: Transplant Evolution for Optimization of General Controllers. Editors: Fikar, M. and Kvasnica, M., In Proceedings of the 18th International Conference on Process Control, Tatranská Lomnica, Slovakia, June 14 – 17, 366–372, 2011.
BibTeX
| @inProceedings{pc2011-059, | ||
| author | = { | O\v{s}mera, P.}, |
| title | = { | Transplant Evolution for Optimization of General Controllers}, |
| booktitle | = { | Proceedings of the 18th International Conference on Process Control}, |
| year | = { | 2011}, |
| pages | = { | 366-372}, |
| editor | = { | Fikar, M. and Kvasnica, M.}, |
| address | = { | Tatransk\'a Lomnica, Slovakia}, |
| publisher | = { | Slovak University of Technology in Bratislava}, |
| url | = { | http://www.kirp.chtf.stuba.sk/pc11/data/papers/059.pdf}} |