Speaker
Cristhian Gonzalez-Ortiz
(Michigan State University)
Description
The CERN Proton Synchrotron Booster (PSB) operation involves the crossing of multiple resonance lines in the tune diagram. Loss maps from dynamic tune scans are a helpful way to visualize and quantify the strength of such resonances. Sextupole and octupole correctors can be used in order to partially or fully compensate multiple resonance lines, i.e., third and fourth order lines. The following work explores the application of advanced optimization algorithms such as Bayesian Optimization and Bound Optimization By Quadratic Approximation (BOBYQA) in order to compensate these resonance lines with available correctors.
| Region represented | North America |
|---|---|
| Paper preparation format | LaTeX |
Primary author
Cristhian Gonzalez-Ortiz
(Michigan State University)
Co-authors
Foteini Asvesta
(European Organization for Nuclear Research)
Robert Ainsworth
(Fermi National Accelerator Laboratory)
Tirsi Prebibaj
(European Organization for Nuclear Research)
