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Title	Optimisation of the Touschek Lifetime in Synchrotron Light Sources Using Badger
Authors	S.M. Liuzzo, N. Carmignani, L.R. Carver, L. Hoummi, D. Lacoste, A. Le Meillour, T.P. Perron, S.M. White ESRF, Grenoble, France I.V. Agapov, M. Böse, J. Keil, L. Malinapresenter, E.S.H. Musa, B. Veglia DESY, Hamburg, Germany A.L. Edelen, P. Raimondi, R.J. Roussel, Z. Zhang SLAC, Menlo Park, California, USA T. Hellert LBNL, Berkeley, California, USA
Abstract	Badger* is a software designed to easily access several optimizers (simplex, RCDS**, bayesian optimization, etc.) to solve a given multidimensional minimization/maximization task. The Badger software is very flexible and easy to adapt to different facilities. In the framework of the EURIZON European project Badger was used for the EBS and PETRAIII storage rings interfacing with the Tango and TINE control system. Among other tests, the optimisations of Touschek lifetime was performed and compared with the results obtained with existing tools during machine dedicated times.
Footnotes & References	* Z. Zhang et al., "Badger: The Missing Optimizer in ACR", doi:10.18429/JACoW-IPAC2022-TUPOST058 ** X. Huang, "Robust simplex algorithm for online optimization", 10.1103/PhysRevAccelBeams.21.104601
Funding	This project has received funding from the European Union’s Horizon 2020 research and innovation programme under grant agreement No. 871072
Paper	download MO3AO01.PDF [0.957 MB / 8 pages]
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Conference	ICALEPCS2023
Series	International Conference on Accelerator and Large Experimental Physics Control Systems (19th)
Location	Cape Town, South Africa
Date	09-13 October 2023
Publisher	JACoW Publishing, Geneva, Switzerland
Editorial Board	Volker RW Schaa (GSI, Darmstadt, Germany); Andy Götz (ESRF, Grenoble, France); Johan Venter (SARAO, Cape Town, South Africa); Karen White (SNS, Oak Ridge, TN, USA); Marie Robichon (ESRF, Grenoble, France); Vivienne Rowland (SARAO, Cape Town, South Africa)
Online ISBN	978-3-95450-238-7
Online ISSN	2226-0358
Received	28 September 2023
Revised	08 October 2023
Accepted	13 October 2023
Issued/td>	27 October 2023
DOI	doi:10.18429/JACoW-ICALEPCS2023-MO3AO01
Pages	108-115
Copyright	Published by JACoW Publishing under the terms of the Creative Commons Attribution 4.0 International license. Any further distribution of this work must maintain attribution to the author(s), the published article's title, publisher, and DOI.