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Initial value methods can also be used when it is important to determine the sensitivity of the solution to parameters. The sensitivity might be desired for studying the stability of the equations, especially when the solution bifurcates into more than one solution, or it might be required for parameter estimation. Knowing the sensitivity gives clues as to what experimental measurements are most important for verifying a mathematical model. As an example, suppose we want to know the sensitivity of the solution to problem b1 with respect to the Thiele modulus squared, f2. Define the variables
and write the differential equation as
Next differentiate the equation with respect to f2. Then add the following variables and equations.
These can be solved along with the original problem (on each iteration) or only after the proper s is found from the iterations. The result of this calculation is that we have c(x, f2) for some f2, but we also know dc/df2 at the same value of f2. Then we can use
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