Cargando…

Recent advances in computational optimization

Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be for...

Descripción completa

Detalles Bibliográficos
Autor principal: Fidanova, Stefka
Lenguaje:eng
Publicado: Springer 2013
Materias:
Acceso en línea:https://dx.doi.org/10.1007/978-3-319-00410-5
http://cds.cern.ch/record/1552006
_version_ 1780930270558420992
author Fidanova, Stefka
author_facet Fidanova, Stefka
author_sort Fidanova, Stefka
collection CERN
description Optimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization. This book presents recent advances in computational optimization. The volume includes important real world problems like parameter settings for con- trolling processes in bioreactor, robot skin wiring, strip packing, project scheduling, tuning of PID controller and so on. Some of them can be solved by applying traditional numerical methods, but others need a huge amount of computational resources. For them it is shown that is appropriate to develop algorithms based on metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming etc.
id cern-1552006
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2013
publisher Springer
record_format invenio
spelling cern-15520062021-04-21T22:40:10Zdoi:10.1007/978-3-319-00410-5http://cds.cern.ch/record/1552006engFidanova, StefkaRecent advances in computational optimizationEngineeringOptimization is part of our everyday life. We try to organize our work in a better way and optimization occurs in minimizing time and cost or the maximization of the profit, quality and efficiency. Also many real world problems arising in engineering, economics, medicine and other domains can be formulated as optimization tasks. This volume is a comprehensive collection of extended contributions from the Workshop on Computational Optimization. This book presents recent advances in computational optimization. The volume includes important real world problems like parameter settings for con- trolling processes in bioreactor, robot skin wiring, strip packing, project scheduling, tuning of PID controller and so on. Some of them can be solved by applying traditional numerical methods, but others need a huge amount of computational resources. For them it is shown that is appropriate to develop algorithms based on metaheuristic methods like evolutionary computation, ant colony optimization, constrain programming etc.Springeroai:cds.cern.ch:15520062013
spellingShingle Engineering
Fidanova, Stefka
Recent advances in computational optimization
title Recent advances in computational optimization
title_full Recent advances in computational optimization
title_fullStr Recent advances in computational optimization
title_full_unstemmed Recent advances in computational optimization
title_short Recent advances in computational optimization
title_sort recent advances in computational optimization
topic Engineering
url https://dx.doi.org/10.1007/978-3-319-00410-5
http://cds.cern.ch/record/1552006
work_keys_str_mv AT fidanovastefka recentadvancesincomputationaloptimization