About: A Practical Methodology for Comparison of Evolutionary Optimization Algorithms

Facets (new session)
Description
Metadata
Settings
- owl:sameAs
- Inference Rule:

About: A Practical Methodology for Comparison of Evolutionary Optimization Algorithms Goto Sponge NotDistinct Permalink

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	A lot of work has been done in recent years on the comparison of numerical optimization algorithms. However, almost all available contributions are aimed at %22scientific%22 comparison. A practical usage of proposed methodologies as well as meaningful explanation of their results is rather limited. Therefore, a humble goal of our work is to limit an attention only to practical parts of already known approaches. Our proposed methodology stores the whole %22performance%22 curve (also called progress plot). Since almost all optimization algorithms are stochastic, e.g. thanks to a random starting point, one hundred performance curves are obtained for each optimization algorithm for the sake of statistical meaningfulness. To show the applicability of the proposed methodology, the suite of three sizing structural optimization benchmarks are investigated. A lot of work has been done in recent years on the comparison of numerical optimization algorithms. However, almost all available contributions are aimed at %22scientific%22 comparison. A practical usage of proposed methodologies as well as meaningful explanation of their results is rather limited. Therefore, a humble goal of our work is to limit an attention only to practical parts of already known approaches. Our proposed methodology stores the whole %22performance%22 curve (also called progress plot). Since almost all optimization algorithms are stochastic, e.g. thanks to a random starting point, one hundred performance curves are obtained for each optimization algorithm for the sake of statistical meaningfulness. To show the applicability of the proposed methodology, the suite of three sizing structural optimization benchmarks are investigated. (en)
Title	A Practical Methodology for Comparison of Evolutionary Optimization Algorithms A Practical Methodology for Comparison of Evolutionary Optimization Algorithms (en)
skos:prefLabel	A Practical Methodology for Comparison of Evolutionary Optimization Algorithms A Practical Methodology for Comparison of Evolutionary Optimization Algorithms (en)
skos:notation	RIV/68407700:21110/09:00160636!RIV10-GA0-21110___
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(GP103/07/P554)
http://linked.open...vai/riv/dodaniDat	2010
http://linked.open...aciTvurceVysledku	Nosek, Josef Lepš, Matěj
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	České vysoké učení technické v Praze / Fakulta stavební
http://linked.open...dnocenehoVysledku	301511
http://linked.open...ai/riv/idVysledku	RIV/68407700:21110/09:00160636
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	experimental research methodology; comparison; evolutionary algorithms; optimization; structural optimization; sizing (en)
http://linked.open.../riv/klicoveSlovo	evolutionary algorithms structural optimization experimental research methodology comparison optimization sizing
http://linked.open...ontrolniKodProRIV	[7DCDEEB3EED5]
http://linked.open...v/mistoKonaniAkce	Funchal
http://linked.open...i/riv/mistoVydani	Stirling
http://linked.open...i/riv/nazevZdroje	Proceedings of the First International Conference on Soft Computing Technology in Civil, Structural and Environmental Engineering
http://linked.open...in/vavai/riv/obor	JD
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...vavai/riv/projekt	Multi-objective optimization of concrete mixture design based on computer simulation
http://linked.open...UplatneniVysledku	2009
http://linked.open...iv/tvurceVysledku	Lepš, Matěj Nosek, Josef
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2009-09-01 (xsd:date)
issn	1759-3433
number of pages	13 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Civil-Comp Press Ltd
https://schema.org/isbn	978-1-905088-34-8
http://localhost/t...ganizacniJednotka	21110

Faceted Search & Find service v1.16.118 as of Jun 21 2024

Alternative Linked Data Documents: ODE Content Formats:

RDF

ODATA

Microdata

About

OpenLink Virtuoso version 07.20.3240 as of Jun 21 2024, on Linux (x86_64-pc-linux-gnu), Single-Server Edition (126 GB total memory, 58 GB memory in use)
Data on this page belongs to its respective rights holders.
Virtuoso Faceted Browser Copyright © 2009-2024 OpenLink Software