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I am wondering whether I can use the routine ?trnlspbc_solve to tackle a multivariate, nonlinear regression problem with linear constraints.
No, the 'bc' in the name stands for 'bound constraint', and general linear constraints are not provided for.
For more complete information about compiler optimizations, see our Optimization Notice.