The nonlinear least squares problem with linear bound constraints can be described and solved in the same way as the nonlinear least squares problem without constraints but it has the following constraints:
See usage examples in FORTRAN and C in the examples\solver\source folder of your Intel MKL directory (ex_nlsqp_bc_f.f and ex_nlsqp_bc_c.c, respectively).
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