Exploring, tailoring, and traversing the solution landscape of a phase-shaped CARS process.
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.
van Rhijn
Alexander C W
AC
Optical Sciences group, MESA+ Institute for Nanotechnology, University of Twente, Enschede, The Netherlands.
Offerhaus
Herman L
HL
van der Walle
Peter
P
Herek
Jennifer L
JL
Jafarpour
Aliakbar
A