SEARCH DIRECTIONS IN PATTERN SEARCH VIA ROTATION

Patent №

US 7,606,780

Granted

2009-10-20

Filed 2007

Owner

MATHWORKS, INC., THE

Lab

AI components

4

ml · vision · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

11900787

In performing a pattern search algorithm to find an optimal solution for an optimization, using a set of positive basis vectors that is non-maximal like a set of minimal positive basis vectors as search directions can sometimes causes the algorithm to converge at a non-optimal solution, like a horse saddle. The present invention provides a method to overcome this deficiency by rotating the vectors and hence increase the number of search directions.

AI classification

AI hardware1.00
Machine learning1.00
Evolutionary computation0.85
Vision0.77
Knowledge representation0.26
Planning0.12
Natural language0.00
Speech0.00

Ownership

MATHWORKS, INC., THE

assignment · 198770169

Assignors

KUMAR, RAKESH, CARLSON, JARED

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

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