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 proceedingConference contributionAcademicpeer-review

12 Citations (Scopus)
26 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 languageEnglish
Title of host publicationArtificial Evolution
Subtitle of host publication8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers
EditorsNicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton
Place of PublicationBerlin, Heidelberg
PublisherSpringer
Pages219–230
ISBN (Electronic)978-3-540-79305-2
ISBN (Print)978-3-540-79304-5
DOIs
Publication statusPublished - 2008
Event8th International Conference Evolution Artificielle, EA 2007 - Tours, France
Duration: 29 Oct 200731 Oct 2007
Conference number: 8

Publication series

NameLecture Notes in Computer Science
PublisherSpringer
Volume4926
ISSN (Print)0302-9743

Conference

Conference8th International Conference Evolution Artificielle, EA 2007
Abbreviated titleEA
Country/TerritoryFrance
CityTours
Period29/10/0731/10/07

Keywords

  • 2023 OA procedure

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