NonLinear Solvers
We provide the following NonLinear Solvers for DEQs. These are compatible with GPUs.
If you are looking for general purpose nonlinear solvers, we recommend checking out NonlinearSolve.jl
DeepEquilibriumNetworks.BroydenSolver — TypeBroydenSolver()Broyden Solver (broyden1965class) for solving Discrete DEQs. It is recommended to use LimitedMemoryBroydenSolver for better performance.
See also: LimitedMemoryBroydenSolver
DeepEquilibriumNetworks.LimitedMemoryBroydenSolver — TypeLimitedMemoryBroydenSolver()Limited Memory Broyden Solver (baimultiscale2020) for solving Discrete DEQs.
See also: BroydenSolver