SOMA — Self-Organizing Migrating Algorithm

Zelinka, Ivan

dc.title	SOMA — Self-Organizing Migrating Algorithm	en
dc.contributor.author	Zelinka, Ivan
dc.relation.ispartof	New Optimization Techniques in Engineering
dc.relation.ispartof	Studies in Fuzziness and Soft Computing
dc.identifier.issn	1434-9922 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.issn	1860-0808 Scopus Sources, Sherpa/RoMEO, JCR
dc.identifier.isbn	978-3-642-05767-0
dc.identifier.isbn	978-3-540-39930-8
dc.date.issued	2004
dc.citation.spage	167
dc.citation.epage	217
dc.type	bookPart
dc.language.iso	en
dc.publisher	Springer
dc.identifier.doi	10.1007/978-3-540-39930-8_7
dc.relation.uri	https://link.springer.com/chapter/10.1007/978-3-540-39930-8_7
utb.faculty	Faculty of Technology
dc.identifier.uri	http://hdl.handle.net/10563/1008132
utb.identifier.rivid	RIV/70883521:28120/04:63502385!RIV05-MSM-28120___
utb.identifier.rivid	RIV/70883521:28120/04:63502385!RIV05-GA0-28110___
utb.identifier.obdid	12052757
utb.source	c-crossref
dc.date.accessioned	2018-08-29T08:26:53Z
dc.date.available	2018-08-29T08:26:53Z
dc.format.extent	715
utb.contributor.internalauthor	Zelinka, Ivan
utb.fulltext.affiliation	Ivan Zelinka, Tomas Bata University in Zlin, Faculty of Technology, Institut of Information Technologies, Mostni 5139, Zlin 760 01, Czech Republic. Email: zelinka@ft.utb.cz (CHAP. 7, 17 & 26)
utb.fulltext.dates	-
utb.fulltext.references	[1] Zelinka Ivan, Artificial Intelligence in Problems of Global Optimization, Czech ed., BEN, ISBN 80-7300-069-5 [2] Zelinka Ivan, Vladimir Vasek, Jouni Lampinen, New Algorithms of Global Optimization, Automatizace (Journal of Automatization, Czech Ed.), 10/01, 628-634, ISSN 0005-125X [3] Zelinka, I., Vašek, V., Lampinen, J.: SOMA and Differential Evolution - New Algorithms of Global Optimisation, Fine Mechanics and Optics, 4/2002, p. 112-117, ISSN 0447-6441 [4] Zelinka, I., Kolomazník, K., Lampinen, J., Nolle L.: SOMA – Selforganizing Migrating Algorithm and its application in the Mechanical Engineering. Part 1. – Theory of Algorithm, Journal of Engineering Mechanics, 21 p., ISSN 1210-2717 [5] Zelinka, I., Kolomazník, K., Lampinen, J., Nolle L.: SOMA – Selforganizing Migrating Algorithm and its application in the Mechanical Engineering. Part 1. – Testing and Applications, Journal of Engineering Mechanics, 23 p., ISSN 1210-2717 [6] Zelinka Ivan, Prediction and analysis of behavior of dynamical systems by means of artificial intelligence and synergetic, Ph.D. thesis, 2001, awarded by Siemens price like the best Ph.D thesis of year 2001 in the field of automation and cybernetics in Czech Rep. [7] Kehar Jiri, Evolutionary algorithms in prediction and control, diploma thesis, 2000 [8] Dlapa Marek, Evolutionary algorithms in fuzzy logic and control, diploma thesis, 2000 [9] Zelinka Ivan, Lampinen Jouni, SOMA - Self-Organizing Migrating Algorithm, Mendel 2000, 6th International Conference on Soft Computing, Brno, Czech Republic, ISBN 80-214-1609-2 [10] Zelinka Ivan, Lampinen Jouni,SOMA - Self-Organizing Migrating Algorithm, Nostradamus 2000, 3rd International Conference on Prediction and Nonlinear Dynamic, Zlín, Czech Republic, ISBN [11] Articles about SOMA algorithm (source codes, graphics animated gallery, bibliography, see http://www.ft.utb.cz/people/zelinka/soma [12] Kvasnička, V., Pospíchal, J., Tiňo P. 2000, Evolučné algoritmy, STU Bratislava, ISBN 85-246-2000, 2000 [13] Lampinen Jouni, Zelinka, Ivan. New Ideas in Optimization - Mechanical Engineering Design Optimization by Differential Evolution. Volume 1. London : McGraw-Hill, 1999. 20 p. ISBN 007-709506-5. [14] http://www.densif.fee.unicamp.br/~moscato/memetic_home.html, http://www.geocities.com/ResearchTriangle/3123/ms2.html [15] Dawkins Richard, The Selfish Gene, Oxford Univ Pr (Trade); ISBN: 0192860925 [16] Zelinka Ivan, DELA - An Evolutionary Learning Algorithms For Neural Networks. In Mendel ’99, 5th International Conference on Soft Computing. Volume 1. Brno : PC-DIR, Brno, 1999, 1999, p. 410;414. ISBN 80-214-1131-7. [17] Zelinka Ivan, DELA - An Evolutionary Learning Algorithms For Neural Networks. In Proces Controll ’99. Volume 1. Slovak University of Technology : Vydavatelstvo STU, Bratislava, 1999, p. 346;351. ISBN 80-227-1228-0. [18] Zelinka Ivan, Lampinen Jouni, Evolutionary Identification of Predictive Models. In Nostradamus 99. Volume 1. Zlín : Knihovna F.Bartoše, Zlín, 1999, p. 114;122. ISBN 80-214-1424-3. [19] Zelinka Ivan, Lampinen Jouni,Evolutionary Identification of Predictive Models, ISF' 2000, The 20th International Symposium on Forecasting, Lisbon, Portugal, June 21-24, Editor - International Institute of Forecasters [20] Zelinka Ivan, Lampinen Jouni, Evolutionary Identification of Predictive Models, EIS' 2000, International Symposium on Engineering of Intelligent Systems, Paisley, Scotland, UK, Editor - C. Fye, Publication by ICSC Academic Press International Computer Science Conventions, Canada, Switzerland, ISBN 3-906454-21-5 [21] Kenneth V. Price, Rainer Storn and Jouni Lampinen: Differential Evolution: Global Optimization for Scientists and Engineers Ivan Zelinka, Inverse Fractal Problem, in print [22] Zelinka Ivan, Fractal Sight by Means of Neural Network. In Mendel '98. Volume 1. Brno : PC-DIR, Brno, 1998, p. 305;308. ISBN 80-214-1199-6. [23] Zelinka Ivan, Frální vidění pomocí neuronových sítí. In Process controll '99. Volume 1. Slovak University of Technology, Bratislava, STU Bratislava, 1999, p. 318;322. ISBN 80-227-1228-0. [24] Zelinka, Ivan, Inverse Fractal Problem By Means of Evolutionary Algorithms. In Mendel '99, 5th International Conference on Soft Computing. Volume 1. Brno : PC-DIR, Brno, 1999, p. 430;435. ISBN 80-214-1131-7. [25] Lampinen Jouni, Zelinka Ivan, Mixed Integer-Discrete-Continuous optimalization by Differential Evolution 1. In Mendel '99, 5th International Conference on Soft Computing. Volume 1. Brno : PC-Dir, Brno, 1999, 1999, p. 71;76. ISBN 80-214-1131-7. [26] Lampinen Jouni, Zelinka Ivan, Mixed Integer-Discrete-Continuous optimalization by Differential Evolution 1. In Mendel '99, 5th International Conference on Soft Computing. Volume 1. PC-DIR, Brno, 1999 : PC-Dir, Brno, 1999, p. 77;81. ISBN 80-214-1131-7. [27] Lampinen Jouni (1999). A Bibliography of Differential Evolution Algorithm. Technical Report. Lappeenranta University of Technology, Department of Information Technology, Laboratory of Information Processing, 16th October 1999. Available via Internet http://www.lut.fi/~jlampine/debiblio.htm . [28] Original homepage of DE http://www.icsi.berkeley.edu/~storn/code.html [29] Zelinka I.: Analytic Programming by Means of Soma Algorithm. ICICIS’02, First International Conference on Intelligent Computing and Information Systems, Egypt, Cairo, 2002, ISBN 977-237-172-3 [30] Rektorys, Karel, Variational methods in Engineering Problems and Problems of Mathematical Physics. Czech Ed., 1999, ISBN 80-200-0714-8. English edition is also available on the Internet, see www.amazon.com [31] Koza J.R. 1998, Genetic Programming, MIT Press, ISBN 0-262-11189-6, 1998 [32] Koza J.R.,Bennet F.H., Andre D., Keane M. 1999, Genetic Programming III, Morgan Kaufnamm pub., ISBN 1-55860-543-6, 1999 [33] Zelinka I., Nolle L., Active Compensation in RF-driven Plasmas by Means of Differential Evolution, in Price K., Storn R., Lampinen J., Differential Evolution: Global Optimisation for Scientists and Engineers, CRC Press, in print
utb.fulltext.sponsorship	This work was supported by the grant No. MSM 26500014 of the Ministry of Education of the Czech Republic and by grants of the Grant Agency of Czech Republic GACR 102/03/0070 and GACR 102/02/0204.
utb.fulltext.projects	MSM 26500014
utb.fulltext.projects	GACR 102/03/0070
utb.fulltext.projects	GACR 102/02/0204