Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26210%2F13%3APU108730" target="_blank" >RIV/00216305:26210/13:PU108730 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1007/978-3-319-00542-3_14" target="_blank" >http://dx.doi.org/10.1007/978-3-319-00542-3_14</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-00542-3_14" target="_blank" >10.1007/978-3-319-00542-3_14</a>
Alternative languages
Result language
angličtina
Original language name
Stabilization of Chaotic Logistic Equation Using HC12 and Grammatical Evolution
Original language description
The paper deals with stabilization of simple deterministic discrete chaotic system. By means of proper utilization of meta-heuristic optimization tool, the HC12 algorithm stands alone and together with a symbolic regression tool, which is Grammatical Evolution (GE), and can synthesise a new control law. Given softcomputing tools appear as powerful optimization tool for an optimal control parameters tuning and general control law design too. The well known one dimensional discrete Logistic equation was used as a model of deterministic chaotic system. Satisfactory results obtained by both heuristics and propose objective function are also compared with previous research of other authors. The chaotic system stabilization is based on time-delay auto-synchronization (TDAS, ETDAS) and proper combination with own synthesized control law. This synthesized chaotic controller is based on one or two compensator. The primary compensator generates the perturbation sequence using TDAS/ETDAS method,
Czech name
—
Czech description
—
Classification
Type
J<sub>x</sub> - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)
CEP classification
BC - Theory and management systems
OECD FORD branch
—
Result continuities
Project
<a href="/en/project/TA02021449" target="_blank" >TA02021449: INTELLIGENT ALARM SYSTEM FOR NUCLEAR POWER PLANT TECHNOLOGY</a><br>
Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2013
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Advances in Intelligent Systems and Computing
ISSN
2194-5357
e-ISSN
—
Volume of the periodical
2013
Issue of the periodical within the volume
210
Country of publishing house
DE - GERMANY
Number of pages
10
Pages from-to
137-146
UT code for WoS article
—
EID of the result in the Scopus database
—