Global optimization of an accelerator lattice using multiobjective genetic algorithms

Nuclear Instruments and Methods in Physics Research, Section A: Accelerators, Spectrometers, Detectors and Associated Equipment

Volumn 609, Issue 1, 2009, Pages 50-57

  Yang, Lingyun ^a   Robin, David ^a   Sannibale, Fernando ^a   Steier, Christoph ^a   Wan, Weishi ^a  

^a LAWRENCE BERKELEY NATIONAL LABORATORY   (United States)

Author keywords

Brightness; Emittance; Lattice design; Multiobjective genetic algorithm; Optimization

Indexed keywords

ACCELERATOR LATTICES; ADVANCED LIGHT SOURCES; BENDING MAGNETS; BRIGHTNESS; CONSTRAINED MULTIOBJECTIVE OPTIMIZATION; EMITTANCE; EMITTANCES; FIT PARAMETERS; INSERTION DEVICE; LATTICE DESIGN; LINEAR STABILITY; MULTIOBJECTIVE GENETIC ALGORITHM; OPTIMAL SOLUTIONS; SOURCE POINTS;

BETATRONS; CONSTRAINED OPTIMIZATION; GENETIC ALGORITHMS; GLOBAL OPTIMIZATION; LIGHT; LIGHT SOURCES; STORAGE RINGS;

MULTIOBJECTIVE OPTIMIZATION;

EID: 69949120577     PISSN: 01689002     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.nima.2009.08.027     Document Type: Article

References (18)

1. Robin D.S., Wan W., Sannibale F., and Suller V.P. Phys. Rev. ST Accel. Beams 11 2 (2008) 024002
2. Holland J.H. Adaptation in Natural and Artificial Systems (1975), University of Michigan Press
3. Goldberg D.E. Genetic Algorithms for Search, Optimization, and Machine Learning (1989), Addison-Wesley, MA
4. Back T., Hammel U., and Schwefel H.-P. IEEE Trans. Evol. Comput. 1 1 (1997) 3
5. Ehrgott M., and Gandibleux X. Multiple Criteria Optimization: State of the Art Annotated Bibliographic Surveys (2002), Springer, Berlin ISBN 1402071280, 9781402071287
6. Steuer R.E. Multiple Criteria Optimization: Theory, Computation and Application (1989), Robert E. Krieger Publishing Company, Malabar, Florida
7. Ehrgott M. Multicriteria Optimization. second ed. (2005), Springer, Berlin
8. Bazarov I., and Sinclair C. Phys. Rev. ST Accel. Beams 8 1 (2005) 034202
9. L. Emery, Global optimization of damping ring designs using a multi-objective evolutionary algorithm, in: PAC 2005, 2005.
10. Das I., and Dennis J.E. Struct. Multidisciplinary Optim. 14 1 (1997) 63
11. MAD: Methodical Accelerator Design 〈http://www.cern.ch/mad〉.
12. M. Borland, Elegant: A Flexible SDDS-Compliant Code for Accelerator Simulation, LS-287, Advanced Photon Source, 2000.
13. V. Suller, Introduction to current and brightness limits, in: CERN 98-04, 1998.
14. Kim K.-J. Nucl. Instr. and Meth. A 246 1-3 (1986) 71
15. S. Krinsky, Undulators as Sources of Synchrotron Radiation, IEEE Trans. Nucl. Sci. NS-30, 1983.
16. Vincent T.L., and Frantham W.J. Optimality in Parametric Systems (1981), Wiley, New York
17. Deb K. Multi-Objective Optimization using Evolutionary Algorithms (2001), Wiley, New York
18. Deb K., Agrawal S., Pratap A., and Meyarivan T. IEEE Trans. Evol. Comput. (IEEE-TEC) 6 2 (2002) 182