Optimal deterministic algorithm generation

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 optimizatio...

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Bibliographic Details

Published in:	Journal of global optimization Vol. 71; no. 4; pp. 891 - 913
Main Authors:	Mitsos, Alexander, Najman, Jaromił, Kevrekidis, Ioannis G.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.08.2018 Springer Springer Nature B.V
Subjects:	Algorithms Computer memory Computer Science Mathematical programming Mathematics Mathematics and Statistics Nonlinear equations Operations Research/Decision Theory Optimization Real Functions Nonlinear equations Algorithms Optimal control Optimization
ISSN:	0925-5001, 1573-2916
Online Access:	Get full text
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