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Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control
Multi-objective optimization is important for particle accelerators where various competing objectives must be satisfied routinely such as, for example, transverse emittance vs bunch length. We develop and demonstrate an online multi-time scale multi-objective optimization algorithm that performs re...
| Autores principales: | , , , , , , |
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| Lenguaje: | eng |
| Publicado: |
2020
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| Materias: | |
| Acceso en línea: | https://dx.doi.org/10.1063/5.0003423 http://cds.cern.ch/record/2715451 |
| _version_ | 1780965435069431808 |
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| author | Scheinker, Alexander Hirlaender, Simon Velotti, Francesco Maria Gessner, Spencer Zevi Della Porta, Giovanni Kain, Verena Ramjiawan, Rebecca |
| author_facet | Scheinker, Alexander Hirlaender, Simon Velotti, Francesco Maria Gessner, Spencer Zevi Della Porta, Giovanni Kain, Verena Ramjiawan, Rebecca |
| author_sort | Scheinker, Alexander |
| collection | CERN |
| description | Multi-objective optimization is important for particle accelerators where various competing objectives must be satisfied routinely such as, for example, transverse emittance vs bunch length. We develop and demonstrate an online multi-time scale multi-objective optimization algorithm that performs real time feedback on particle accelerators. We demonstrate the ability to simultaneously minimize the emittance and maintain a reference trajectory of a beam in the electron beamline in CERN’s Advanced Proton Driven Plasma Wakefield Acceleration Experiment. |
| id | cern-2715451 |
| institution | Organización Europea para la Investigación Nuclear |
| language | eng |
| publishDate | 2020 |
| record_format | invenio |
| spelling | cern-27154512021-11-24T03:16:48Zdoi:10.1063/5.0003423http://cds.cern.ch/record/2715451engScheinker, AlexanderHirlaender, SimonVelotti, Francesco MariaGessner, SpencerZevi Della Porta, GiovanniKain, VerenaRamjiawan, RebeccaOnline Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Controlmath.OCMathematical Physics and Mathematicsmath.DSMathematical Physics and Mathematicsphysics.acc-phAccelerators and Storage RingsMulti-objective optimization is important for particle accelerators where various competing objectives must be satisfied routinely such as, for example, transverse emittance vs bunch length. We develop and demonstrate an online multi-time scale multi-objective optimization algorithm that performs real time feedback on particle accelerators. We demonstrate the ability to simultaneously minimize the emittance and maintain a reference trajectory of a beam in the electron beamline in CERN’s Advanced Proton Driven Plasma Wakefield Acceleration Experiment.Multi-objective optimization is important for particle accelerators where various competing objectives must be satisfied routinely such as, for example, transverse emittance vs bunch length. We develop and demonstrate an online multi-time scale multi-objective optimization algorithm that performs real time feedback on particle accelerators. We demonstrate the ability to simultaneously minimize the emittance and maintain a reference trajectory of a beam in the electron beamline in CERN's Advanced Proton Driven Plasma Wakefield Acceleration Experiment (AWAKE).arXiv:2003.11155oai:cds.cern.ch:27154512020-03-24 |
| spellingShingle | math.OC Mathematical Physics and Mathematics math.DS Mathematical Physics and Mathematics physics.acc-ph Accelerators and Storage Rings Scheinker, Alexander Hirlaender, Simon Velotti, Francesco Maria Gessner, Spencer Zevi Della Porta, Giovanni Kain, Verena Ramjiawan, Rebecca Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title | Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title_full | Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title_fullStr | Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title_full_unstemmed | Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title_short | Online Multi-Objective Particle Accelerator Optimization of the AWAKE Electron Beam Line for Simultaneous Emittance and Orbit Control |
| title_sort | online multi-objective particle accelerator optimization of the awake electron beam line for simultaneous emittance and orbit control |
| topic | math.OC Mathematical Physics and Mathematics math.DS Mathematical Physics and Mathematics physics.acc-ph Accelerators and Storage Rings |
| url | https://dx.doi.org/10.1063/5.0003423 http://cds.cern.ch/record/2715451 |
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