Newton IPM for MDS and support for GPUs
This major release adds
- a Newton interior-point solver for nonlinear nonconvex optimization to complement the existing Quasi-Newton interior-point solver
- capabilities to solve optimization solvers with mixed dense and sparse (MDS) blocks: new MDS interface and new MDS linear algebra
- support for GPU-based acceleration of MDS linear algebra.