About: Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Evolutionary algorithms (EA) are population-based search algorithms. They have been applied to solve numerous engineering as well as scientific design and optimization problems, in many cases outperforming conventional methods or other search-based methods. Dozens of human-competitive results obtained using EA were awarded at the annual GECCO Humies competitions. Despite these achievements, the EA-based problem solving approach has been criticized mainly because of very long runtimes, insufficient scalability, an inherently stochastic nature and a missing rigorous theoretical background, especially regarding the convergence analysis. In order to speed up the EA, particularly the fitness function evaluation, various accelerators have been proposed utilizing clusters of computers, graphics processing units (GPUs) or specialized hardware. This contribution to the Ubiquity Symposium addresses the scenario in which evolutionary design (or optimization) is carried out on a chip and candidate des Evolutionary algorithms (EA) are population-based search algorithms. They have been applied to solve numerous engineering as well as scientific design and optimization problems, in many cases outperforming conventional methods or other search-based methods. Dozens of human-competitive results obtained using EA were awarded at the annual GECCO Humies competitions. Despite these achievements, the EA-based problem solving approach has been criticized mainly because of very long runtimes, insufficient scalability, an inherently stochastic nature and a missing rigorous theoretical background, especially regarding the convergence analysis. In order to speed up the EA, particularly the fitness function evaluation, various accelerators have been proposed utilizing clusters of computers, graphics processing units (GPUs) or specialized hardware. This contribution to the Ubiquity Symposium addresses the scenario in which evolutionary design (or optimization) is carried out on a chip and candidate des (en)
Title	Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world (en)
skos:prefLabel	Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world Ubiquity symposium: Evolutionary computation and the processes of life: evolutionary computation in physical world (en)
skos:notation	RIV/00216305:26230/13:PU106284!RIV14-GA0-26230___
http://linked.open...avai/predkladatel	Fakulta informačních technologií
http://linked.open...avai/riv/aktivita	P
http://linked.open...avai/riv/aktivity	P(ED1.1.00/02.0070), P(GAP103/10/1517)
http://linked.open...iv/cisloPeriodika	2
http://linked.open...vai/riv/dodaniDat	2014
http://linked.open...aciTvurceVysledku	Sekanina, Lukáš
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Vysoké učení technické v Brně / Fakulta informačních technologií
http://linked.open...dnocenehoVysledku	112264
http://linked.open...ai/riv/idVysledku	RIV/00216305:26230/13:PU106284
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	evolutionary computation, evolvable hardware, computing theory (en)
http://linked.open.../riv/klicoveSlovo	evolutionary computation computing theory evolvable hardware
http://linked.open...odStatuVydavatele	US - Spojené státy americké
http://linked.open...ontrolniKodProRIV	[76FC5A5C5B20]
http://linked.open...i/riv/nazevZdroje	Ubiquity
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	1 (xsd:int)
http://linked.open...cetTvurcuVysledku	1 (xsd:int)
http://linked.open...vavai/riv/projekt	IT4Innovations Centre of Excellence Natural Computing on Unconventional Platforms
http://linked.open...UplatneniVysledku	2013
http://linked.open...v/svazekPeriodika	2013
http://linked.open...iv/tvurceVysledku	Sekanina, Lukáš
issn	1530-2180
number of pages	7 (xsd:int)
http://localhost/t...ganizacniJednotka	26230

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