A Density Matrix Description based Calculation of Arithmetic Mean of a Set of Replicate Measurements using an Iterative Method Involving Target Mean Estimates and Associated Convex Quadratic Programming Problem Formulations


Authors : Debopam Ghosh

Volume/Issue : Volume 8 - 2023, Issue 12 - December

Google Scholar : http://tinyurl.com/4v62stek

Scribd : http://tinyurl.com/4p7r4myp

DOI : https://doi.org/10.5281/zenodo.10374855

Abstract : The research article presents a mathematical framework for Density matrix description based determination of Arithmetic Mean of a set of replicate measurements, using iteratively updated value of a Target mean estimate and formulation of associated Convex Quadratic optimization problems. The solution of the iteratively defined Convex Quadratic optimization problems results in a sequence of optimal estimates of the Arithmetic mean which is used to determine the Arithmetic mean associated with the set of replicate measurements, either as a single iteration optimal value that satisfied the imposed tolerance condition or as the average over the entire set of the generated optimal Arithmetic mean estimates.

Keywords : Density Matrix description associated with mathematical constructs, Completely Positive Trace Preserving transformations, Kraus operators, Basic form Arithmetic mean associated with a set of replicate measurements, General form Arithmetic mean associated with a set of replicate measurements, Convex Quadratic Programming Problem, Karush-Kuhn-Tucker Optimality conditions.

The research article presents a mathematical framework for Density matrix description based determination of Arithmetic Mean of a set of replicate measurements, using iteratively updated value of a Target mean estimate and formulation of associated Convex Quadratic optimization problems. The solution of the iteratively defined Convex Quadratic optimization problems results in a sequence of optimal estimates of the Arithmetic mean which is used to determine the Arithmetic mean associated with the set of replicate measurements, either as a single iteration optimal value that satisfied the imposed tolerance condition or as the average over the entire set of the generated optimal Arithmetic mean estimates.

Keywords : Density Matrix description associated with mathematical constructs, Completely Positive Trace Preserving transformations, Kraus operators, Basic form Arithmetic mean associated with a set of replicate measurements, General form Arithmetic mean associated with a set of replicate measurements, Convex Quadratic Programming Problem, Karush-Kuhn-Tucker Optimality conditions.

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