Numerically efficient robustness test for nonlinear circuit models

We propose an algorithm to test the robustness to parameter variation of complex nonlinear models with many parameters. Our test exploits bifurcation analysis and numerical continuation to accurately follow an orbit as parameters are changed, and continuous optimization to move towards the closest bifurcation point to the nominal parameters value.