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Nonlinear least squares solver

Timo Koch requested to merge feature/optimizer into master

What this MR does / why does DuMux need it:

Adds a nonlinear least squares solver based on the Levenberg-Marquardt method (Newton/Gradient descent on the normal equations) that can be used for some optimization problems (like curve fit).

  • Add unit test
Edited by Timo Koch

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