Evolution strategies for laser pulse compression

Authors:
Riccardo Fanciulli;Lars Willmes;Janne Savolainen;Peter Van Der Walle;Thomas Bäck;Jennifer L. Herek
Affiliations:
FOM Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands;Natural Computing Group, Leiden University, Leiden, The Netherlands;FOM Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands;FOM Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands;Natural Computing Group, Leiden University, Leiden, The Netherlands;FOM Institute for Atomic and Molecular Physics, Amsterdam, The Netherlands and Optical Sciences Group, MESA+ Institute for Nanotechnology, Twente University, Enschede, The Netherlands
Venue:
EA'07 Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution
Year:
2007

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Abstract

This study describes first steps taken to bring evolutionaryoptimization technology from computer simulations to real world experimentationin physics laboratories. The approach taken considers a wellunderstood Laser Pulse Compression problem accessible both to simulationand laboratory experimentation as a test function for variants ofEvolution Strategies. The main focus lies on coping with the unavoidablenoise present in laboratory experimentation. Results from simulations arecompared to previous studies and to laboratory experiments.