NONLINEAR ALGEBRA IN AN ACORN: With Applications to Deep Learning - Hardcover

Lee Martin J

 
9789813271517: NONLINEAR ALGEBRA IN AN ACORN: With Applications to Deep Learning
Hardcover
ISBN 10: 9813271515 ISBN 13: 9789813271517
Verlag: World Scientific, 2018

Inhaltsangabe

A simple algorithm for solving a set of nonlinear equations by matrix algebra has been discovered recently — first by transforming them into an equivalent matrix equation and then finding the solution analytically in terms of the inverse matrix of this equation. With this newly developed ACORN (Adaptive Constrained Optimal Robust Nonlinear) algorithm, it is possible to minimize the objective function [constructed from the functions in the nonlinear set of equations] without computing its derivatives. This book will present the details of ACORN algorithm and how it is used to solve large scale nonlinear equations with an innovative approach ACORN Magic [minimization algorithms gathered in a cloud]. The ultimate motivation of this work is its application to optimization. In recent years, with the advances in big-data, optimization becomes an even more powerful tool in knowledge discovery. ACORN Magic is the perfect choice in this kind of application because of that fact that it is fast, robust and simple enough to be embedded in any type of machine learning program.

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Verlag
World Scientific
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
9813271515
ISBN 13 
9789813271517
Einband
Gebundene Ausgabe
Anzahl der Seiten
92
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
gpsr@libri.de
gpsr@libri.de

Friedensallee 273
Hamburg
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Deutschland