Experimental modeling of physical laws

摘要

A physical law is represented by the probability distribution of a measuredvariable. The probability density is described by measured data using anestimator whose kernel is the instrument scattering function. The experimentalinformation and data redundancy are defined in terms of information entropy.The model cost function, comprised of data redundancy and estimation error, isminimized by the creation-annihilation process.