Useful Compact Representations for Data-Fitting

JJ Brust - arXiv preprint arXiv:2403.12206, 2024 - arxiv.org
For minimization problems without 2nd derivative information, methods that estimate
Hessian matrices can be very effective. However, conventional techniques generate dense …

A limited-memory trust-region method for nonlinear optimization with many equality constraints

JH Lee, YM Jung, S Yun - Computational and Applied Mathematics, 2023 - Springer
In this paper, we propose a limited-memory trust-region method for solving large-scale
nonlinear optimization problems with many equality constraints. Within the framework of the …