About: Self-Adaptive Genetic Algorithm and Travelling Salesman Problem

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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)

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	The aim of this paper is presentation of encoding for self-adaptation of genetic algorithms which is suitable for travelling salesman problem. Comparing to previous approaches here is designed the encoding for self-adaptation not only one parameter or several ones but for all possible parameters of genetic algorithms at the same time. The proposed self-adaptive genetic algorithm is then applied for solving various instances of travelling salesman problem and compared with a standard genetic algorithm. The main advantage of this approach is that it makes possible to solve wide range of combinatorial problems without setting parameters for each type of problem in advance. The aim of this paper is presentation of encoding for self-adaptation of genetic algorithms which is suitable for travelling salesman problem. Comparing to previous approaches here is designed the encoding for self-adaptation not only one parameter or several ones but for all possible parameters of genetic algorithms at the same time. The proposed self-adaptive genetic algorithm is then applied for solving various instances of travelling salesman problem and compared with a standard genetic algorithm. The main advantage of this approach is that it makes possible to solve wide range of combinatorial problems without setting parameters for each type of problem in advance. (en)
Title	Self-Adaptive Genetic Algorithm and Travelling Salesman Problem Self-Adaptive Genetic Algorithm and Travelling Salesman Problem (en)
skos:prefLabel	Self-Adaptive Genetic Algorithm and Travelling Salesman Problem Self-Adaptive Genetic Algorithm and Travelling Salesman Problem (en)
skos:notation	RIV/47813059:19520/10:#0000578!RIV11-GA0-19520___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GA402/09/0405)
http://linked.open...vai/riv/dodaniDat	2011
http://linked.open...aciTvurceVysledku	Perzina, Radomír
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	Slezská univerzita v Opavě / Obchodně podnikatelská fakulta v Karviné
http://linked.open...dnocenehoVysledku	286825
http://linked.open...ai/riv/idVysledku	RIV/47813059:19520/10:#0000578
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic Algorithms, Travelling Salesman Problem, Self-adaptation, Combinatorial Optimization (en)
http://linked.open.../riv/klicoveSlovo	Combinatorial Optimization Genetic Algorithms Travelling Salesman Problem Self-adaptation
http://linked.open...ontrolniKodProRIV	[C35D212E06CD]
http://linked.open...v/mistoKonaniAkce	Brno
http://linked.open...i/riv/mistoVydani	Brno
http://linked.open...i/riv/nazevZdroje	Mendel 2010. 16th International Conference on Sot Computing.
http://linked.open...in/vavai/riv/obor	BB
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	Development of Non-standard Optimization Methods and their Applications in Economy and Management
http://linked.open...UplatneniVysledku	2010
http://linked.open...iv/tvurceVysledku	Perzina, Radomír
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open...ain/vavai/riv/wos	BTU85
http://linked.open.../riv/zahajeniAkce	2010-01-01 (xsd:date)
number of pages	8 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Vysoké učení technické v Brně
https://schema.org/isbn	978-80-214-4120-0
http://localhost/t...ganizacniJednotka	19520

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