About: SOMA - SELF-ORGANIZING MIGRATING ALGORITHM

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An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	This contribution deals with a new algorithm - the Self-Organizing Migrating Algorithm (SOMA), which can be classified as an evolutionary or so called %22memetic%22 algorithm. The principles backing this algorithm are explained and subsequently evaluated forthe integrity of the variously tested functions and examples. This contribution discusses the solution of non-linear programming problems containing integers, and discrete and continuous variables. A novel mixed integer-discrete-continuous and non-lin ear optimization method based on SOMA is set out and described, as well as the required handling techniques for integer, and discrete and continuous variables. It further describes those techniques needed to handle boundary constraints, as well as those needed to simultaneously deal with several non-linear and non-trivial constraint functions. This contribution deals with a new algorithm - the Self-Organizing Migrating Algorithm (SOMA), which can be classified as an evolutionary or so called %22memetic%22 algorithm. The principles backing this algorithm are explained and subsequently evaluated forthe integrity of the variously tested functions and examples. This contribution discusses the solution of non-linear programming problems containing integers, and discrete and continuous variables. A novel mixed integer-discrete-continuous and non-lin ear optimization method based on SOMA is set out and described, as well as the required handling techniques for integer, and discrete and continuous variables. It further describes those techniques needed to handle boundary constraints, as well as those needed to simultaneously deal with several non-linear and non-trivial constraint functions. (en)
Title	SOMA - SELF-ORGANIZING MIGRATING ALGORITHM SOMA - SELF-ORGANIZING MIGRATING ALGORITHM (en)
skos:prefLabel	SOMA - SELF-ORGANIZING MIGRATING ALGORITHM SOMA - SELF-ORGANIZING MIGRATING ALGORITHM (en)
skos:notation	RIV/70883521:28110/01:00000092!RIV/2002/GA0/281102/N
http://linked.open.../vavai/riv/strany	120;131
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(GA102/00/0526), P(GA102/99/1292), Z(MSM 265200014)
http://linked.open...vai/riv/dodaniDat	2002
http://linked.open...aciTvurceVysledku	Zelinka, Ivan
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Univerzita Tomáše Bati ve Zlíně / Fakulta technologická
http://linked.open...dnocenehoVysledku	696345
http://linked.open...ai/riv/idVysledku	RIV/70883521:28110/01:00000092
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	SOMA, migration, self-organization, evolutionary algorithms, global optimization, non-linear optimization, mixed discrete variables, penalty function (en)
http://linked.open.../riv/klicoveSlovo	mixed discrete variables non-linear optimization SOMA evolutionary algorithms penalty function migration self-organization global optimization
http://linked.open...ontrolniKodProRIV	[B01F0A5B0C57]
http://linked.open...v/mistoKonaniAkce	Tatry
http://linked.open...i/riv/mistoVydani	Bratislava
http://linked.open...i/riv/nazevZdroje	Proces Control 01
http://linked.open...in/vavai/riv/obor	BD
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...ocetUcastnikuAkce	0 (xsd:int)
http://linked.open...nichUcastnikuAkce	0 (xsd:int)
http://linked.open...vavai/riv/projekt	Algorithms and implementation of self-tuning MIMO controllers Adaptive and robust control on non-linear systems
http://linked.open...UplatneniVysledku	2001
http://linked.open...iv/tvurceVysledku	Zelinka, Ivan Lampinen, Jouni Nolle, Lars
http://linked.open...vavai/riv/typAkce	EUR - Evropská
http://linked.open.../riv/zahajeniAkce	2001-06-11 (xsd:date)
http://linked.open...n/vavai/riv/zamer	http://linked.opendata.cz/resource/domain/vavai/zamer/MSM%20265200014
number of pages	12 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Slovenská technická univerzita v Bratislave
https://schema.org/isbn	80-227-1542-5
http://localhost/t...ganizacniJednotka	28110

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