line::lang::processes::MarkovChainModel< T > Struct Template Reference

A user-supplied chain: a MarkovProcess when discrete is false, else a MarkovChain. More...

#include <line/lang/processes/markov_chain.h>

Public Member Functions
	MarkovChainModel ()
std::size_t	order () const

Static Public Member Functions
static MarkovChainModel< T >	process (const Matrix< T > &infgen, const Matrix< T > &space=Matrix< T >())
	Mirrors the constructors: a generator is closed, a transition matrix normalized.
static MarkovChainModel< T >	chain (const Matrix< T > &transmat, const Matrix< T > &space=Matrix< T >())

Public Attributes
Matrix< T >	mat
	generator Q (CTMC) or transition matrix P (DTMC)
bool	discrete = false
	true for a MarkovChain
Matrix< T >	state_space
	optional; empty means the chain carries none

Detailed Description

template<class T>
struct line::lang::processes::MarkovChainModel< T >

A user-supplied chain: a MarkovProcess when discrete is false, else a MarkovChain.

Definition at line 91 of file markov_chain.h.

Constructor & Destructor Documentation

MarkovChainModel()

template<class T>

line::lang::processes::MarkovChainModel< T >::MarkovChainModel ( )

inline

Definition at line 96 of file markov_chain.h.

Referenced by chain(), and process().

Member Function Documentation

chain()

template<class T>

MarkovChainModel< T > line::lang::processes::MarkovChainModel< T >::chain ( const Matrix< T > & transmat, const Matrix< T > & space = Matrix<T>() )

inlinestatic

Definition at line 108 of file markov_chain.h.

References discrete, line::mc::dtmc_makestochastic(), MarkovChainModel(), mat, and state_space.

Referenced by line::lang::processes::from_sample_sys_aggr(), line::lang::processes::rand_chain(), line::lang::processes::to_embedded(), line::lang::processes::to_markov_chain(), and line::lang::processes::to_time_reversed().

order()

template<class T>

std::size_t line::lang::processes::MarkovChainModel< T >::order ( ) const

inline

Definition at line 117 of file markov_chain.h.

References mat.

process()

template<class T>

MarkovChainModel< T > line::lang::processes::MarkovChainModel< T >::process ( const Matrix< T > & infgen, const Matrix< T > & space = Matrix<T>() )

inlinestatic

Mirrors the constructors: a generator is closed, a transition matrix normalized.

Definition at line 99 of file markov_chain.h.

References line::mc::ctmc_makeinfgen(), discrete, MarkovChainModel(), mat, and state_space.

Referenced by line::lang::processes::rand_process(), line::lang::processes::to_markov_process(), and line::lang::processes::to_time_reversed().

Member Data Documentation

discrete

template<class T>

bool line::lang::processes::MarkovChainModel< T >::discrete = false

true for a MarkovChain

Definition at line 93 of file markov_chain.h.

Referenced by chain(), line::lang::processes::chain_sample(), line::lang::processes::chain_solve(), line::lang::processes::hitting_time(), line::lang::processes::is_feasible(), process(), line::ctmc::solver_ctmc_chain(), line::ctmc::solver_ctmc_chain_transient(), line::lang::processes::stoch_comp_full(), and line::lang::processes::to_time_reversed().

mat

template<class T>

Matrix<T> line::lang::processes::MarkovChainModel< T >::mat

generator Q (CTMC) or transition matrix P (DTMC)

Definition at line 92 of file markov_chain.h.

Referenced by line::lang::processes::aggregate(), line::lang::processes::aggregate_multi(), chain(), line::lang::processes::chain_sample(), line::lang::processes::chain_sens(), line::lang::processes::chain_solve(), line::lang::processes::chain_transient_at(), line::lang::processes::chain_transient_steps(), line::lang::processes::chain_transient_unif(), line::lang::processes::get_prob_state(), line::lang::processes::hitting_time(), line::lang::processes::is_feasible(), order(), process(), line::lang::processes::solve_relative(), line::ctmc::solver_ctmc_chain(), line::ctmc::solver_ctmc_chain_transient(), line::lang::processes::stoch_comp_full(), line::lang::processes::time_average(), line::lang::processes::to_embedded(), line::lang::processes::to_markov_chain(), line::lang::processes::to_markov_chain(), line::lang::processes::to_markov_process(), and line::lang::processes::to_time_reversed().

state_space

template<class T>

Matrix<T> line::lang::processes::MarkovChainModel< T >::state_space

optional; empty means the chain carries none

Definition at line 94 of file markov_chain.h.

Referenced by chain(), line::lang::processes::get_prob_state(), line::lang::processes::match_state(), process(), line::lang::processes::to_embedded(), line::lang::processes::to_markov_chain(), line::lang::processes::to_markov_process(), and line::lang::processes::to_time_reversed().

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The documentation for this struct was generated from the following file:

• include/line/lang/processes/markov_chain.h