Experimental modeling of physical laws

Physics – Data Analysis – Statistics and Probability

Scientific paper

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12 pages, 5 eps figures, uses svjour.cls

Scientific paper

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

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