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Optimal deterministic algorithm generation

Published in Journal of Global Optimization • Feb 13, 2018
Authors:
Alexander Mitsos
,
Jaromił Najman
,
Ioannis G. Kevrekidis

Abstract

Abstract A formulation for the automated generation of algorithms via mathematical programming (optimization) is proposed. The formulation is based on the concept of optimizing within a parameterized family of algorithms, or equivalently a family of functions describing the algorithmic steps. The op...

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