Add more polyalgorithms such as mixture of global (BBO/CMAES/...) and first order and second order optimizers

[Vaibhavdixit02]

OptimizationPolyAlgorithms can become the primary choice by adding these methods, pretty low hanging fruit

[Vaibhavdixit02]

This will never be comprehensive enough and the remake documentation should take care of it. We might want to have some suggestions of things that work well but unless there's real fundamental reason to run two solvers one after the other this won't be worked on, but that'll have to be a solver implementation directly and not necessarily this approach of automagically stringing things together