Advances in global optimization of high brightness beams

Qiang, Ji

doi:10.1142/S0217751X19420168

Title: Advances in global optimization of high brightness beams

Journal Article · 11 December 2019 · International Journal of Modern Physics A

DOI: https://doi.org/10.1142/S0217751X19420168 · OSTI ID:1603495

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Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States)

High brightness electron beams play an important role in accelerator-based applications such as driving X-ray free electron laser (FEL) radiation.Here in this paper, we report on advances in global beam dynamics optimization of an accelerator design using start-to-end simulations and a new parallel multi-objective differential evolution optimization method. The global optimization results in significant improvement of the final electron beam brightness.

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Research Organization:: Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC)

Contributing Organization:: National Energy Research Scientific Computing Center (NERSC)

Grant/Contract Number:: AC02-05CH11231

OSTI ID:: 1603495

Journal Information:: International Journal of Modern Physics A, Vol. 34, Issue 36; ISSN 0217-751X

Publisher:: World ScientificCopyright Statement

Country of Publication:: United States

Language:: English

References (19)

Multivariate optimization of a high brightness dc gun photoinjector Bazarov, Ivan V.; Sinclair, Charles K. Physical Review Special Topics - Accelerators and Beams, Vol. 8, Issue 3 https://doi.org/10.1103/PhysRevSTAB.8.034202	journal	March 2005
Innovative applications of genetic algorithms to problems in accelerator physics Hofler, Alicia; Terzić, Balša; Kramer, Matthew Physical Review Special Topics - Accelerators and Beams, Vol. 16, Issue 1 https://doi.org/10.1103/PhysRevSTAB.16.010101	journal	January 2013
Parameter control in evolutionary algorithms Eiben, A. E.; Hinterding, R.; Michalewicz, Z. IEEE Transactions on Evolutionary Computation, Vol. 3, Issue 2 https://doi.org/10.1109/4235.771166	journal	July 1999
Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems Brest, Janez; Greiner, Sao; Boskovic, Borko IEEE Transactions on Evolutionary Computation, Vol. 10, Issue 6 https://doi.org/10.1109/TEVC.2006.872133	journal	December 2006
New photoelectric injector design for the Los Alamos National Laboratory XUV FEL accelerator Carlsten, B. E. Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 285, Issue 1-2 https://doi.org/10.1016/0168-9002(89)90472-5	journal	December 1989
Envelope analysis of intense relativistic quasilaminar beams in RF photoinjectors: A Theory of emittance compensation Serafini, L.; Rosenzweig, James Deutsches Elektronen-Synchrotron, DESY, Hamburg https://doi.org/10.3204/pubdb-2018-04998	text	January 1996
Introduction to Evolutionary Computing Eiben, A. E.; Smith, J. E. Natural Computing Series https://doi.org/10.1007/978-3-662-05094-1	book	January 2003
An Object-Oriented Parallel Particle-in-Cell Code for Beam Dynamics Simulation in Linear Accelerators Qiang, Ji; Ryne, Robert D.; Habib, Salman Journal of Computational Physics, Vol. 163, Issue 2 https://doi.org/10.1006/jcph.2000.6570	journal	September 2000
Electron beam brightness in linac drivers for free-electron-lasers Di Mitri, S.; Cornacchia, M. Physics Reports, Vol. 539, Issue 1 https://doi.org/10.1016/j.physrep.2014.01.005	journal	June 2014
Three-dimensional quasistatic model for high brightness beam dynamics simulation Qiang, Ji; Lidia, Steve; Ryne, Robert D. Physical Review Special Topics - Accelerators and Beams, Vol. 9, Issue 4 https://doi.org/10.1103/PhysRevSTAB.9.044204	journal	April 2006
An object-oriented parallel particle-in-cell code for beam dynamics simulation in linear accelerators Qiang, J.; Ryne, R. D.; Habib, S. Proceedings of the 1999 ACM/IEEE conference on Supercomputing (CDROM) - Supercomputing '99 https://doi.org/10.1145/331532.331587	conference	January 1999
Recent advances in differential evolution: a survey and experimental analysis Neri, Ferrante; Tirronen, Ville Artificial Intelligence Review, Vol. 33, Issue 1-2 https://doi.org/10.1007/s10462-009-9137-2	journal	October 2009
High resolution simulation of beam dynamics in electron linacs for x-ray free electron lasers Qiang, J.; Ryne, R. D.; Venturini, M. Physical Review Special Topics - Accelerators and Beams, Vol. 12, Issue 10 https://doi.org/10.1103/PhysRevSTAB.12.100702	journal	October 2009
Self-Adaptive Multimethod Search for Global Optimization in Real-Parameter Spaces Vrugt, J. A.; Robinson, B. A.; Hyman, J. M. IEEE Transactions on Evolutionary Computation, Vol. 13, Issue 2 https://doi.org/10.1109/TEVC.2008.924428	journal	April 2009
A fast and elitist multiobjective genetic algorithm: NSGA-II Deb, K.; Pratap, A.; Agarwal, S. IEEE Transactions on Evolutionary Computation, Vol. 6, Issue 2 https://doi.org/10.1109/4235.996017	journal	April 2002
Envelope analysis of intense relativistic quasilaminar beams in rf photoinjectors:mA theory of emittance compensation Serafini, Luca; Rosenzweig, James B. Physical Review E, Vol. 55, Issue 6 https://doi.org/10.1103/PhysRevE.55.7565	journal	June 1997
Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces Storn, Rainer; Price, Kenneth Journal of Global Optimization, Vol. 11, Issue 4, p. 341-359 https://doi.org/10.1023/A:1008202821328	journal	January 1997
Population set-based global optimization algorithms: some modifications and numerical studies Ali, M. M.; Törn, A. Computers & Operations Research, Vol. 31, Issue 10 https://doi.org/10.1016/S0305-0548(03)00116-3	journal	September 2004
A Semi-Analytical Modelling of Multistage Bunch Compression with Collective Effects Zagorodnov, Igor; Dohlus, Martin arXiv https://doi.org/10.48550/arxiv.1007.0872	text	January 2010

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