METHOD AND APPARATUS FOR OPTIMIZING SYSTEM OPERATIONAL PARAMETERS THROUGH PROJECTJIVE TRANSFORMATIONS

Patent №

US 4,894,773

Granted

1990-01-16

Filed 1986

Owner

BELL TELEPHONE LABORATORIES, INCORPORATED, A CORP. OF N.Y.

+1 more

Lab

AI components

3

ml · planning · evo

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

06899109

Method and apparatus for optimizing the operational state of a system employing iterative steps that approximately follow a projective scaling trajectory or an affine scaling trajectory, or curve, in computing from its present state, x.sub.0 to a next state x.sub.1 toward the optimum state. The movement is made in a transformed space where the present (transformed) state of the system is at the center of the space, and the curve approximation is in the form of a power series in the step size. The process thus develops a sequence of tentative states x.sub.1, x.sub.2, x.sub.n . . . . It halts when a selected suitable stopping criterion is satisfied, and assigns the most recent tentative state as the optimized operating state of the system.

Machine learningPlanningEvolutionary computationG06Q 10/063G06Q 10/06G06Q 10/0631G06Q 10/06375

AI classification

Machine learning0.98
Planning0.98
Evolutionary computation0.61
AI hardware0.43
Knowledge representation0.00
Vision0.00
Natural language0.00
Speech0.00

Ownership

BELL TELEPHONE LABORATORIES, INCORPORATED, A CORP. OF N.Y.

assignment · 46600699

AMERICAN TELEPHONE AND TELEGRAPH, INCORPORATED, A CORP. OF NEW YORK

assignment · 46600699

Assignors

LAGARIAS, JEFFREY C.

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

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