ctkelley/SIAMFANLEquations.jl: v0.4.3

Diff since v0.4.2

I've finished v0.4.3 of SIAMFANLEquations.jl. This is a suite of nonlinear solvers, test problems, and examples. Chapter 4 is Anderson acceleration, which is the new material since v0.3.3.

This package supports my book project

Solving Nonlinear Equations with Iterative Methods: Solvers and Examples in Julia

which will be published by SIAM in 2022.

The solvers are documented with Documenter.jl on the github repo and with a collection of IJulia notebooks at

https://github.com/ctkelley/NotebookSIAMFANL

The notebooks are a faithful reproduction of the entire book.

This version includes the draft of Chapter 4: Fixed Point Problems and Anderson Acceleration

I have decided to take my own advice from the middle of the discussion in

https://discourse.julialang.org/t/quasi-newton-nonlinear-solver-for-sparse-jacobian/57672/8

and leave Broyden's method out. So, the solvers are done.

The last chapter will be Chapter 5: Case Studies.