Nonlinear Algebra in an Acorn: With Applications to Deep Learning
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 ACO…
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Produktdetails
Weitere Autoren: Tsang, Ken Kang Too
- ISBN: 978-981-3271-51-7
- EAN: 9789813271517
- Produktnummer: 28226906
- Verlag: World Scientific Pub Co Inc
- Sprache: Englisch
- Erscheinungsjahr: 2018
- Seitenangabe: 92 S.
- Masse: H23.5 cm x B15.7 cm x D0.9 cm 299 g
- Gewicht: 299
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