Crate argmin [−] [src]

Optimizaton toolbox

TODOs

Stopping criterions which can be stacked, also return the reason why a computation terminated
keep track of cost function values
count the number of cost function / gradient evaluations and return them

Reexports

pub use problem::ArgminProblem;

pub use operator::ArgminOperator;

pub use result::ArgminResult;

pub use sa::SimulatedAnnealing;

pub use sa::SATempFunc;

pub use newton::Newton;

pub use cg::ConjugateGradient;

pub use gradientdescent::GradientDescent;

pub use gradientdescent::GDGammaUpdate;

pub use backtracking::BacktrackingLineSearch;

pub use landweber::Landweber;

pub use neldermead::NelderMead;

pub use termination::TerminationReason;

backtracking	Backtracking line search Backtracking Line Search
cg	Conjugate Gradient method Conjugate Gradient method
gradientdescent	Gradient Descent Gradient Descent
landweber	Landweber algorithm Landweber algorithm
macros	Macros TODO Documentation
neldermead	Nelder Mead method Nelder-Mead method
newton	Newton method Newton method
operator	Operator TODO DOCUMENTATION
parameter	Traits for implementing parameter vectors TODO DOCUMENTATION
prelude	Definition of all relevant traits Gets common traits into scope
problem	Problem formulation TODO DOCUMENTATION
result	Definition of the return type of the solvers `ArgminResult`
sa	Simulated Annealing TODO
termination	Termination reasons TODO Documentation
testfunctions	A set of test functions like Rosenbrock's function and so on. TODO Documentation

make_run	This macro generates the `run` function for every solver which implements `ArgminSolver`.
make_terminate	This macro generates the `terminate` function for every solver which implements `ArgminSolver`.

ArgminCostValue	Trait for cost function values TODO: Do this with trait aliases once they work in rust.
ArgminSolver	Trait every solve needs to implement (in the future)