Evolutionary computation in high-energy physics

Evolutionary computation is a branch of computer science with which, traditionally, high-energy physics has fewer connections. Its methods were investigated in this eld, mainly for data analysis tasks. These methods and studies are, however, less known in the high-energy physics community and this m...

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Detalles Bibliográficos
Autor principal: Teodorescu, Liliana
Lenguaje:eng
Publicado: CERN 2008
Materias:
Computing and Computers
Acceso en línea:https://dx.doi.org/10.5170/CERN-2008-002.35
http://cds.cern.ch/record/1100523
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author Teodorescu, Liliana
author_facet Teodorescu, Liliana
author_sort Teodorescu, Liliana
collection CERN
description Evolutionary computation is a branch of computer science with which, traditionally, high-energy physics has fewer connections. Its methods were investigated in this eld, mainly for data analysis tasks. These methods and studies are, however, less known in the high-energy physics community and this motivated us to prepare this lecture. The lecture presents a general overview of the main types of algorithms based on evolutionary computation, as well as a review of their applications in high-energy physics.
id cern-1100523
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2008
publisher CERN
record_format invenio
spelling cern-11005232019-09-30T06:29:59Zdoi:10.5170/CERN-2008-002.35http://cds.cern.ch/record/1100523engTeodorescu, LilianaEvolutionary computation in high-energy physicsComputing and ComputersEvolutionary computation is a branch of computer science with which, traditionally, high-energy physics has fewer connections. Its methods were investigated in this eld, mainly for data analysis tasks. These methods and studies are, however, less known in the high-energy physics community and this motivated us to prepare this lecture. The lecture presents a general overview of the main types of algorithms based on evolutionary computation, as well as a review of their applications in high-energy physics.CERNoai:cds.cern.ch:11005232008
spellingShingle Computing and Computers
Teodorescu, Liliana
Evolutionary computation in high-energy physics
title Evolutionary computation in high-energy physics
title_full Evolutionary computation in high-energy physics
title_fullStr Evolutionary computation in high-energy physics
title_full_unstemmed Evolutionary computation in high-energy physics
title_short Evolutionary computation in high-energy physics
title_sort evolutionary computation in high-energy physics
topic Computing and Computers
url https://dx.doi.org/10.5170/CERN-2008-002.35
http://cds.cern.ch/record/1100523
work_keys_str_mv AT teodoresculiliana evolutionarycomputationinhighenergyphysics

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