Changes

Adds to the tuning dashboard a quadratic optimizer.
The quadratic optimizer minimizes a quadratic cost function
that includes the 2nd-order term in the Taylor series
expansion of metrics as a function of parameters.
Also uses the high and low parameter values to
calculate the sensitivity matrix, rather than
the default parameter values.

For #910.