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 |
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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 | |
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 |
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Publisher | Springer |
Volume | 4926 |
ISSN (Print) | 0302-9743 |
Conference
Conference | 8th International Conference Evolution Artificielle, EA 2007 |
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Abbreviated title | EA |
Country/Territory | France |
City | Tours |
Period | 29/10/07 → 31/10/07 |
Keywords
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