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Robust Parameter Selection



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What would be a practical procedure to find the most robust parameter set
for a system that has 6 parameters?  For arguments sake, lets assume the
only result of each optimization run is the Sharp Ratio.  

Any thoughts on the subject would be greatly appreciated.

Thank you,

Joe