Nonlinear Solvers

Goal

Provide a universal workflow to select a nonlinear solver, configure globalization strategies, and diagnose convergence for root-finding, optimization, and least-squares problems.

Requirements

• Python 3.8+
• NumPy (for Jacobian diagnostics)
• SciPy (optional, for advanced analysis)

Inputs to Gather