Genetic Algorithms with Niching for Conceptual Design Studies

The paper describes the use of genetic algorithms with the concept of niching for the conceptual design of superconducting magnets for the Large Hadron Collider, LHC at CERN. The method provides the designer with a number of possible solutions which can then be further optimized for field quality an...

Descripción completa

Detalles Bibliográficos
Autores principales: Ramberger, S, Russenschuck, Stephan
Lenguaje:eng
Publicado: 1997
Materias:
Accelerators and Storage Rings
Acceso en línea:https://dx.doi.org/10.1109/20.717687
http://cds.cern.ch/record/340490
_version_ 1780891489327382528
author Ramberger, S
Russenschuck, Stephan
author_facet Ramberger, S
Russenschuck, Stephan
author_sort Ramberger, S
collection CERN
description The paper describes the use of genetic algorithms with the concept of niching for the conceptual design of superconducting magnets for the Large Hadron Collider, LHC at CERN. The method provides the designer with a number of possible solutions which can then be further optimized for field quality and manufacturability. Two 6 block dipole coils were found and proved to have advantages compared to the standard 5 block version.
id cern-340490
institution Organización Europea para la Investigación Nuclear
language eng
publishDate 1997
record_format invenio
spelling cern-3404902023-05-31T13:21:35Zdoi:10.1109/20.717687http://cds.cern.ch/record/340490engRamberger, SRussenschuck, StephanGenetic Algorithms with Niching for Conceptual Design StudiesAccelerators and Storage RingsThe paper describes the use of genetic algorithms with the concept of niching for the conceptual design of superconducting magnets for the Large Hadron Collider, LHC at CERN. The method provides the designer with a number of possible solutions which can then be further optimized for field quality and manufacturability. Two 6 block dipole coils were found and proved to have advantages compared to the standard 5 block version.LHC-Project-Report-155CERN-LHC-Project-Report-155oai:cds.cern.ch:3404901997-11-19
spellingShingle Accelerators and Storage Rings
Ramberger, S
Russenschuck, Stephan
Genetic Algorithms with Niching for Conceptual Design Studies
title Genetic Algorithms with Niching for Conceptual Design Studies
title_full Genetic Algorithms with Niching for Conceptual Design Studies
title_fullStr Genetic Algorithms with Niching for Conceptual Design Studies
title_full_unstemmed Genetic Algorithms with Niching for Conceptual Design Studies
title_short Genetic Algorithms with Niching for Conceptual Design Studies
title_sort genetic algorithms with niching for conceptual design studies
topic Accelerators and Storage Rings
url https://dx.doi.org/10.1109/20.717687
http://cds.cern.ch/record/340490
work_keys_str_mv AT rambergers geneticalgorithmswithnichingforconceptualdesignstudies
AT russenschuckstephan geneticalgorithmswithnichingforconceptualdesignstudies

Ejemplares similares