Exploring, tailoring, and traversing the solution landscape of a phase-shaped CARS process

Alexander C.W. van Rhijn, Herman L. Offerhaus, Peter van der Walle, Jennifer L. Herek, Aliakbar Jafarpour, Aliakbar Jafarpour

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Abstract

Pulse shaping techniques are used to improve the selectivity of broadband CARS experiments, and to reject the overwhelming background. Knowledge about the fitness landscape and the capability of tailoring it is crucial for both fundamental insight and performing an efficient optimization of phase shapes. We use an evolutionary algorithm to find the optimal spectral phase of the broadband pump and probe beams in a background-suppressed shaped CARS process. We then investigate the shapes, symmetries, and topologies of the landscape contour lines around the optimal solution and also around the point corresponding to zero phase. We demonstrate the significance of the employed phase bases in achieving convex contour lines, suppressed local optima, and high optimization fitness with a few (and even a single) optimization parameter.
Original languageEnglish
Pages (from-to)2695-2709
Number of pages15
JournalOptics express
Volume18
Issue number3
DOIs
Publication statusPublished - 2010

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fitness
optimization
broadband
topology
selectivity
pumps
probes
symmetry
pulses

Cite this

van Rhijn, Alexander C.W. ; Offerhaus, Herman L. ; van der Walle, Peter ; Herek, Jennifer L. ; Jafarpour, Aliakbar ; Jafarpour, Aliakbar. / Exploring, tailoring, and traversing the solution landscape of a phase-shaped CARS process. In: Optics express. 2010 ; Vol. 18, No. 3. pp. 2695-2709.
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Exploring, tailoring, and traversing the solution landscape of a phase-shaped CARS process. / van Rhijn, Alexander C.W.; Offerhaus, Herman L.; van der Walle, Peter; Herek, Jennifer L.; Jafarpour, Aliakbar; Jafarpour, Aliakbar.

In: Optics express, Vol. 18, No. 3, 2010, p. 2695-2709.

Research output: Contribution to journalArticleAcademicpeer-review

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