IPOPT as mentioned in other posts solves Nonlinear Optimization Problems. Working around it to make it solve nonlinear equations or nonlinear least squares problems typically doesn't go well. We will add benchmarks for…
That is precisely how trust region methods work for nonlinear least squares problems and nonlinear systems. MINPACK, which both SciPy and Matlab use, defaults to this kind of TR scheme (without the matrix-free part). We…
MDEQ work applies DEQ to some of the large scale benchmarks you mention: https://arxiv.org/pdf/2006.08656.pdf
IPOPT as mentioned in other posts solves Nonlinear Optimization Problems. Working around it to make it solve nonlinear equations or nonlinear least squares problems typically doesn't go well. We will add benchmarks for…
That is precisely how trust region methods work for nonlinear least squares problems and nonlinear systems. MINPACK, which both SciPy and Matlab use, defaults to this kind of TR scheme (without the matrix-free part). We…
MDEQ work applies DEQ to some of the large scale benchmarks you mention: https://arxiv.org/pdf/2006.08656.pdf