Struct MCMCOptions

pub struct MCMCOptions { /* private fields */ }

A set of options that are used when Markov Chain Monte Carlo samplings are performed.

Implementations

impl MCMCOptions

pub fn new_ess<T>(moves: T, rng: Rng) -> MCMCOptions

where T: AsRef<[(ESSMove, f64)]>,

Use the ESS algorithm with 100 adaptive steps.

pub fn new_aies<T>(moves: T, rng: Rng) -> MCMCOptions

where T: AsRef<[(AIESMove, f64)]>,

Use the AIES algorithm.

pub fn debug(self) -> MCMCOptions

Adds the DebugMCMCObserver to the minimization.

pub fn verbose(self) -> MCMCOptions

Adds a customizable VerboseObserver to the minimization.

pub fn with_algorithm<A>(self, algorithm: A) -> MCMCOptions

where A: MCMCAlgorithm<ThreadPool, LadduError> + 'static,

Set the MCMCAlgorithm to be used in the minimization.

pub fn with_observer( self, observer: Arc<RwLock<RawRwLock, dyn MCMCObserver<ThreadPool>>>, ) -> MCMCOptions

Add an MCMCObserver to the list of MCMCObservers used in the minimization.

pub fn with_threads(self, threads: usize) -> MCMCOptions

Set the number of threads to use.