Adaptive Method of Hybrid Learning for an Evolving Neuro-Fuzzy System
| LEADER | caa a22 4500 | ||
|---|---|---|---|
| 001 | 605518971 | ||
| 003 | CHVBK | ||
| 005 | 20210128100728.0 | ||
| 007 | cr unu---uuuuu | ||
| 008 | 210128e20150701xx s 000 0 eng | ||
| 024 | 7 | 0 | |a 10.1007/s10559-015-9741-x |2 doi |
| 035 | |a (NATIONALLICENCE)springer-10.1007/s10559-015-9741-x | ||
| 245 | 0 | 0 | |a Adaptive Method of Hybrid Learning for an Evolving Neuro-Fuzzy System |h [Elektronische Daten] |c [Ye. Bodyanskiy, O. Boiko, I. Pliss] |
| 520 | 3 | |a A learning method for neuro-fuzzy systems is proposed that includes processes of architecture evolution, membership function self-learning, and synaptic weights adjustment. This method provides fast response and on-line information processing with the simultaneous adaptation of the system structure and parameters to problem conditions. | |
| 540 | |a Springer Science+Business Media New York, 2015 | ||
| 690 | 7 | |a neuro-fuzzy system |2 nationallicence | |
| 690 | 7 | |a hybrid learning |2 nationallicence | |
| 690 | 7 | |a evolving system |2 nationallicence | |
| 690 | 7 | |a computational intelligence |2 nationallicence | |
| 690 | 7 | |a architecture evolution |2 nationallicence | |
| 700 | 1 | |a Bodyanskiy |D Ye |u Problem Research Laboratory of ACS of the Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | |
| 700 | 1 | |a Boiko |D O. |u Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | |
| 700 | 1 | |a Pliss |D I. |u Problem Research Laboratory of ACS of the Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | |
| 773 | 0 | |t Cybernetics and Systems Analysis |d Springer US; http://www.springer-ny.com |g 51/4(2015-07-01), 500-505 |x 1060-0396 |q 51:4<500 |1 2015 |2 51 |o 10559 | |
| 856 | 4 | 0 | |u https://doi.org/10.1007/s10559-015-9741-x |q text/html |z Onlinezugriff via DOI |
| 898 | |a BK010053 |b XK010053 |c XK010000 | ||
| 900 | 7 | |a Metadata rights reserved |b Springer special CC-BY-NC licence |2 nationallicence | |
| 908 | |D 1 |a research-article |2 jats | ||
| 949 | |B NATIONALLICENCE |F NATIONALLICENCE |b NL-springer | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s10559-015-9741-x |q text/html |z Onlinezugriff via DOI | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Bodyanskiy |D Ye |u Problem Research Laboratory of ACS of the Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Boiko |D O. |u Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 700 |E 1- |a Pliss |D I. |u Problem Research Laboratory of ACS of the Kharkiv National University of Radio Electronics, Kharkiv, Ukraine |4 aut | ||
| 950 | |B NATIONALLICENCE |P 773 |E 0- |t Cybernetics and Systems Analysis |d Springer US; http://www.springer-ny.com |g 51/4(2015-07-01), 500-505 |x 1060-0396 |q 51:4<500 |1 2015 |2 51 |o 10559 | ||