SIMULATION OF PROCESSES, DEVICES AND CIRCUITS BY A MODIFIED NEWTON METHOD

Patent №

US 7,302,375

Granted

2007-11-27

Filed 2004

Owner

SYNOPSYS, INC.

Lab

AI components

2

evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10929286

Roughly described, a method for numerically solving a system of equations of the form0=F(X),for a solution vector X which involves choosing a starting value X0 and iteratingXn+1=Xn−[F′(Xn)+σnDiag F′(Xn)]−1F(Xn).In this iteration, at least one σn is a number greater than 0. Preferably,σn=min {β/n, [αn/(1+nαn)]∥F(Xn)∥},where β is a constant that remains fixed for all n, andαn=∥F(Xn)∥/∥F(Xn−1)∥.

AI classification

Evolutionary computation0.99
AI hardware0.97
Vision0.04
Machine learning0.03
Knowledge representation0.00
Planning0.00
Natural language0.00
Speech0.00

Ownership

SYNOPSYS, INC.

assignment · 157570379

Assignors

KUCHEROV, ANDREY, MOROZ, VICTOR

On an employer assignment, the assignors are typically the inventors.

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