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...

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Detalles Bibliográficos
Autores principales: Scheinker, Alexander, Hirlaender, Simon, Velotti, Francesco Maria, Gessner, Spencer, Zevi Della Porta, Giovanni, Kain, Verena, Ramjiawan, Rebecca
Lenguaje:eng
Publicado: 2020
Materias:
math.OC
Mathematical Physics and Mathematics
math.DS
physics.acc-ph
Accelerators and Storage Rings
Acceso en línea:https://dx.doi.org/10.1063/5.0003423
http://cds.cern.ch/record/2715451

Internet

https://dx.doi.org/10.1063/5.0003423
http://cds.cern.ch/record/2715451

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