Research Article

A Homotopy Bayesian Approach for Inverse Problems

Algorithm 1

Homotopy Bayes algorithm.
(1)Initial condition: Take the initial parameter from the prior distribution.
(2)While , compute the integration in (23) using the Monte Carlo algorithm and get . And set and set .
(3)Stop until and use as the approximated posterior parameter.