Robust orthogonal parameterization of evolution strategy for adaptive laser pulse shaping

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Jafarpour, Aliakbar and Savolainen, Janne and Jong de, Rianne and Middag, Jacob and Sprünken, Daan P. and Walle van der, Peter and Yang, Di and Herek, Jennifer L. (2009) Robust orthogonal parameterization of evolution strategy for adaptive laser pulse shaping. Optics Express, 17 (14). pp. 11986-12000. ISSN 1094-4087

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Abstract:Many spectroscopic applications of femtosecond laser pulses require properly-shaped spectral phase profiles. The optimal phase profile can be programmed on the pulse by adaptive pulse shaping. A promising optimization algorithm for such adaptive experiments is evolution strategy (ES). Here, we report a four fold increase in the rate of convergence and ten percent increase in the final yield of the optimization, compared to the direct parameterization approach, by using a new version of ES in combination with Legendre polynomials and frequency-resolved detection. Such a fast learning rate is of paramount importance in spectroscopy for reducing the artifacts of laser drift, optical degradation, and precipitation.
Item Type:Article
Copyright:© 2009 OSA
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Science and Technology (TNW)
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Link to this item:http://purl.utwente.nl/publications/72444
Official URL:http://dx.doi.org/10.1364/OE.17.011986
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