Interpretation and improved solution approach for ill-conditioned linear equations

A simple method for obtaining physically realistic solutions to ill-conditioned or singular algebraic systems of linear equations is proposed and interpreted on both physical and mathematical grounds. The relationship of this method called epsilon-decomposition to singular value, Bayesian estimation and Levenberg-Marquardt methods is also presented.