Intel® MKL provides Nonlinear Optimization Problem Solver routines (see Nonlinear Optimization Problem Solvers) that can be used to solve nonlinear least squares problems with or without linear (bound) constraints through the Trust-Region (TR) algorithms and compute Jacobi matrix by central differences.
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