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Nonlinear Algebra In An Acorn: With Applications To Deep Learning

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Nonlinear Algebra In An Acorn: With Applications To Deep Learning - Lee, Martin J, and Tsang, Ken Kang Too
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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 ...

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Nonlinear Algebra In An Acorn: With Applications To Deep Learning 2018, World Scientific Publishing Co Pte Ltd, Singapore

ISBN-13: 9789813271517

Hardcover