circuits-inference
Safe HaskellNone
LanguageGHC2024

Circuit.Inference.LinearSolve

Description

Finite-state stationary distribution via linear solve.

A 3-state Markov chain transition matrix P. The stationary distribution π satisfies π·P = π with Σπ = 1. Oracle: power iteration converges to exact solution within 1e-12.

Synopsis

Documentation

transition :: [[Double]] Source #

3-state transition matrix: rows sum to 1.

exactStationary :: [Double] Source #

Exact stationary distribution: solved from π·(P-I) = 0, Σπ = 1. π = [0.25, 0.5, 0.25]

powerIteration :: [Double] Source #

Power iteration converges to stationary distribution.