About: A genetic algorithm with an embedded Ikeda map applied to an order picking problem in a multi-aisle warehouse

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	An Ikeda map embedded genetic algorithm is in- troduced in this research in order to solve the order picking problem. The chaos based algorithm is compared against the canonical pseudo-random number based genetic algorithm over thirty test instances of varying complexity. From the results, the chaos based genetic algorithm is shown to have better overall performance, especially for larger sized problem instances. The statistical paired t-test comparison of the results further reinforces the fact that the chaos based genetic algorithm is significantly better performing. An Ikeda map embedded genetic algorithm is in- troduced in this research in order to solve the order picking problem. The chaos based algorithm is compared against the canonical pseudo-random number based genetic algorithm over thirty test instances of varying complexity. From the results, the chaos based genetic algorithm is shown to have better overall performance, especially for larger sized problem instances. The statistical paired t-test comparison of the results further reinforces the fact that the chaos based genetic algorithm is significantly better performing. (en)
Title	A genetic algorithm with an embedded Ikeda map applied to an order picking problem in a multi-aisle warehouse A genetic algorithm with an embedded Ikeda map applied to an order picking problem in a multi-aisle warehouse (en)
skos:prefLabel	A genetic algorithm with an embedded Ikeda map applied to an order picking problem in a multi-aisle warehouse A genetic algorithm with an embedded Ikeda map applied to an order picking problem in a multi-aisle warehouse (en)
skos:notation	RIV/61989100:27240/14:86092780!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(GA13-08195S), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Davendra, Donald David
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	749
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/14:86092780
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Genetic algorithm, Ikeda map, order picking problem (en)
http://linked.open.../riv/klicoveSlovo	Genetic algorithm Ikeda map order picking problem
http://linked.open...ontrolniKodProRIV	[FD94433AAB8C]
http://linked.open...v/mistoKonaniAkce	Orlando
http://linked.open...i/riv/mistoVydani	New York
http://linked.open...i/riv/nazevZdroje	IEEE SSCI 2014 - 2014 IEEE Symposium Series on Computational Intelligence - CIPLS 2014: 2014 IEEE Symposium on Computational Intelligence in Production and Logistics Systems, Proceedings
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	5 (xsd:int)
http://linked.open...vavai/riv/projekt	Vysoce škálovatelné paralelní a distribuované metody zpracování vědeckých dat
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Davendra, Donald David Dornberger, Rolf Hanne, Thomas Ryter, Remo Stauffer, Michael
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2014-12-09 (xsd:date)
number of pages	6 (xsd:int)
http://bibframe.org/vocab/doi	10.1109/CIPLS.2014.7007161
http://purl.org/ne...btex#hasPublisher	Institute of Electrical and Electronics Engineers
https://schema.org/isbn	978-1-4799-4501-6
http://localhost/t...ganizacniJednotka	27240

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