Utilizing modern computer architectures to solve mathematical optimization problems: A survey

DEB Neira, CD Laird, LR Lueg, SM Harwood… - Computers & Chemical …, 2024 - Elsevier
Numerical algorithms to solve mathematical optimization problems efficiently are essential to
applications in many areas of engineering and computational science. To solve optimization …

A survey of HPC algorithms and frameworks for large-scale gradient-based nonlinear optimization

F Liu, A Fredriksson, S Markidis - The Journal of Supercomputing, 2022 - Springer
Large-scale numerical optimization problems arise from many fields and have applications
in both industrial and academic contexts. Finding solutions to such optimization problems …