Evolution Strategies for Laser Pulse Compression

Riccardo Fanciulli; Lars Willmes; Janne Savolainen; Peter van der Walle; Thomas Bäck; Jennifer L. Herek

doi:10.1007/978-3-540-79305-2_19

Evolution Strategies for Laser Pulse Compression

Riccardo Fanciulli, Lars Willmes, Janne Savolainen, Peter van der Walle, Thomas Bäck, Jennifer L. Herek

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

12 Citations (Scopus)

43 Downloads (Pure)

Abstract

This study describes first steps taken to bring evolutionary optimization technology from computer simulations to real world experimentation in physics laboratories. The approach taken considers a well understood Laser Pulse Compression problem accessible both to simulation and laboratory experimentation as a test function for variants of Evolution Strategies. The main focus lies on coping with the unavoidable noise present in laboratory experimentation. Results from simulations are compared to previous studies and to laboratory experiments.

Original language	English
Title of host publication	Artificial Evolution
Subtitle of host publication	8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers
Editors	Nicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	219–230
ISBN (Electronic)	978-3-540-79305-2
ISBN (Print)	978-3-540-79304-5
DOIs	https://doi.org/10.1007/978-3-540-79305-2_19
Publication status	Published - 2008
Event	8th International Conference Evolution Artificielle, EA 2007 - Tours, France Duration: 29 Oct 2007 → 31 Oct 2007 Conference number: 8

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	4926
ISSN (Print)	0302-9743

Conference

Conference	8th International Conference Evolution Artificielle, EA 2007
Abbreviated title	EA
Country/Territory	France
City	Tours
Period	29/10/07 → 31/10/07

Keywords

2023 OA procedure

Access to Document

10.1007/978-3-540-79305-2_19

Fanciulli08evolutionFinal published version, 409 KBLicence: Taverne

Cite this

Fanciulli, R., Willmes, L., Savolainen, J., van der Walle, P., Bäck, T., & Herek, J. L. (2008). Evolution Strategies for Laser Pulse Compression. In N. Monmarché, E.-G. Talbi, P. Collet, M. Schoenauer, & E. Lutton (Eds.), Artificial Evolution: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers (pp. 219–230). (Lecture Notes in Computer Science; Vol. 4926). Springer. https://doi.org/10.1007/978-3-540-79305-2_19

Fanciulli, Riccardo ; Willmes, Lars ; Savolainen, Janne et al. / Evolution Strategies for Laser Pulse Compression. Artificial Evolution: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers. editor / Nicolas Monmarché ; El-Ghazali Talbi ; Pierre Collet ; Marc Schoenauer ; Evelyne Lutton. Berlin, Heidelberg : Springer, 2008. pp. 219–230 (Lecture Notes in Computer Science).

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abstract = "This study describes first steps taken to bring evolutionary optimization technology from computer simulations to real world experimentation in physics laboratories. The approach taken considers a well understood Laser Pulse Compression problem accessible both to simulation and laboratory experimentation as a test function for variants of Evolution Strategies. The main focus lies on coping with the unavoidable noise present in laboratory experimentation. Results from simulations are compared to previous studies and to laboratory experiments.",

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author = "Riccardo Fanciulli and Lars Willmes and Janne Savolainen and {van der Walle}, Peter and Thomas B{\"a}ck and Herek, {Jennifer L.}",

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language = "English",

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series = "Lecture Notes in Computer Science",

publisher = "Springer",

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editor = "Nicolas Monmarch{\'e} and El-Ghazali Talbi and Pierre Collet and Marc Schoenauer and Evelyne Lutton",

booktitle = "Artificial Evolution",

address = "Germany",

note = "8th International Conference Evolution Artificielle, EA 2007, EA ; Conference date: 29-10-2007 Through 31-10-2007",

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Fanciulli, R, Willmes, L, Savolainen, J, van der Walle, P, Bäck, T & Herek, JL 2008, Evolution Strategies for Laser Pulse Compression. in N Monmarché, E-G Talbi, P Collet, M Schoenauer & E Lutton (eds), Artificial Evolution: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers. Lecture Notes in Computer Science, vol. 4926, Springer, Berlin, Heidelberg, pp. 219–230, 8th International Conference Evolution Artificielle, EA 2007, Tours, France, 29/10/07. https://doi.org/10.1007/978-3-540-79305-2_19

Evolution Strategies for Laser Pulse Compression. / Fanciulli, Riccardo; Willmes, Lars; Savolainen, Janne et al.
Artificial Evolution: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers. ed. / Nicolas Monmarché; El-Ghazali Talbi; Pierre Collet; Marc Schoenauer; Evelyne Lutton. Berlin, Heidelberg: Springer, 2008. p. 219–230 (Lecture Notes in Computer Science; Vol. 4926).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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T1 - Evolution Strategies for Laser Pulse Compression

AU - Fanciulli, Riccardo

AU - Willmes, Lars

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AU - van der Walle, Peter

AU - Bäck, Thomas

AU - Herek, Jennifer L.

N1 - Conference code: 8

PY - 2008

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N2 - This study describes first steps taken to bring evolutionary optimization technology from computer simulations to real world experimentation in physics laboratories. The approach taken considers a well understood Laser Pulse Compression problem accessible both to simulation and laboratory experimentation as a test function for variants of Evolution Strategies. The main focus lies on coping with the unavoidable noise present in laboratory experimentation. Results from simulations are compared to previous studies and to laboratory experiments.

AB - This study describes first steps taken to bring evolutionary optimization technology from computer simulations to real world experimentation in physics laboratories. The approach taken considers a well understood Laser Pulse Compression problem accessible both to simulation and laboratory experimentation as a test function for variants of Evolution Strategies. The main focus lies on coping with the unavoidable noise present in laboratory experimentation. Results from simulations are compared to previous studies and to laboratory experiments.

KW - 2023 OA procedure

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DO - 10.1007/978-3-540-79305-2_19

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SN - 978-3-540-79304-5

T3 - Lecture Notes in Computer Science

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BT - Artificial Evolution

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A2 - Talbi, El-Ghazali

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T2 - 8th International Conference Evolution Artificielle, EA 2007

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Fanciulli R, Willmes L, Savolainen J, van der Walle P, Bäck T, Herek JL. Evolution Strategies for Laser Pulse Compression. In Monmarché N, Talbi EG, Collet P, Schoenauer M, Lutton E, editors, Artificial Evolution: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers. Berlin, Heidelberg: Springer. 2008. p. 219–230. (Lecture Notes in Computer Science). doi: 10.1007/978-3-540-79305-2_19

Evolution Strategies for Laser Pulse Compression

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