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Wu et al., (2020). pyOptSparse: A Python framework for large-scale constrained nonlinear optimization of sparse systems. Journal of Open Source Software, 5(54), 2564, https://doi.org/10.21105/joss.02564
Wu et al. (Sat,) studied this question.