| dc.contributor.author | Davendra, Donald David | |
| dc.contributor.author | Zelinka, Ivan | |
| dc.contributor.author | Šenkeřík, Roman | |
| dc.date.accessioned | 2010-09-10T08:01:14Z | |
| dc.date.available | 2010-09-10T08:01:14Z | |
| dc.date.issued | 2010 | |
| dc.identifier.citation | Computers & Mathematics with Applications. 2010, vol. 60, issue 4, p. 1088-1104. | en |
| dc.identifier.issn | 0898-1221 | |
| dc.identifier.uri | http://hdl.handle.net/10084/78372 | |
| dc.description.abstract | Chaos driven Differential Evolution algorithm and Self-Organizing Migrating Algorithm are presented in this paper for the task of PID (Proportional–Integral–Derivative) controller optimization. The dissipative chaotic Lozi map is embedded as a number generator inside DE and SOMA in order to avoid local optima stagnation and embed a superior search strategy. Three unique PID controller problems are presented and successfully resolved using these new approaches. The obtained results compare favorably with published results. | en |
| dc.language.iso | en | en |
| dc.publisher | Elsevier | en |
| dc.relation.ispartofseries | Computers & Mathematics with Applications | en |
| dc.relation.uri | https://doi.org/10.1016/j.camwa.2010.03.066 | en |
| dc.subject | chaos maps | en |
| dc.subject | differential evolution | en |
| dc.subject | self-organizing migrating algorithm | en |
| dc.subject | PID controller | en |
| dc.title | Chaos driven evolutionary algorithms for the task of PID control | en |
| dc.type | article | en |
| dc.identifier.location | Není ve fondu ÚK | en |
| dc.identifier.doi | 10.1016/j.camwa.2010.03.066 | |
| dc.identifier.wos | 000281175200016 | |