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Basic Optimization

Published in Data-Driven Modeling & Scientific Computation • May 21, 2026
Authors:
J. Nathan Kutz

Abstract

Optimization methods are prevalent throughout a vast range of applications. In its simplest form, an optimization routine simply attempts to find the maximum or minimum of a real-valued function, i.e. the objective function, by developing an algorithm that systematically chooses input values from an...

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