Paper Info
Title
Gaining Insights into Laser Pulse Shaping by Evolution Strategies
Abstract
We consider the numerical evolutionaryoptimization of dynamic molecular alignment by shaped femtosecond laser pulses. We study a simplified model of this quantum controlproblem, which allows the full physical investigation of the optimal solutions. By using specific variants of Derandomized Evolution Strategies, subject to parameterizations which are known to be superior for this problem, the numerical results reveal different conceptual physics structuresfor the different optimization procedures. These results are strong both from the algorithmic as well as from the physics perspectives. This shows that Natural Computingtechniques can be used to derive new insights into Physics.
Year
DOI
Venue
2007
10.1007/978-3-540-73053-8_47
IWINAC (1)
Keywords
Field
DocType
laser pulse shaping,different conceptual physics structuresfor,natural computingtechniques,derandomized evolution strategies,numerical evolutionaryoptimization,different optimization procedure,physics perspective,full physical investigation,numerical result,dynamic molecular alignment,new insight,gaining insights,pulse shaping,evolution strategy,femtosecond laser,natural computing
Femtosecond,Quantum,Computer science,Simulation,Electronic engineering,Laser,Pulse shaping,Artificial intelligence,Machine learning
Conference
Volume
ISSN
Citations 
4527
0302-9743
2
PageRank 
References 
Authors
0.41
6
4
Name
Order
Citations
PageRank
Ofer M. Shir122722.54
Joost N. Kok21429121.49
Thomas Bäck362986.94
Marc J. J. Vrakking4374.36