METHOD FOR OPTIMIZING CONFIGURATION OF PICK-AND-PLACE MACHINE

Patent №

US 7,076,313

Granted

2006-07-11

Filed 2003

Owner

VISTEON GLOBAL TECHNOLOGIES, INC.

Lab

AI components

3

ml · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

10456263

A method for optimizing the configuration of a pick-and-place machine utilizes a genetic algorithm that creates an initial population of possible configurations and selects an optimum configuration based upon lowest cycle time. The method then creates a next generation by selecting possible configurations from the prior generation and randomly mutating instructions. The method compares the mutated configuration having the lowest cycle time from the next generation and the configuration having the lowest cycle time from the prior generation, and selects the optimum configuration. The steps are repeated to evaluate additional generations of mutated configurations. After several mutated generations have been evaluated, the method creates a new initial population and evaluates the new initial population and mutated generations derived therefrom, compares the optimum configuration from the new initial populations with the optimum configuration from the prior initial population, and selects the optimum configuration. In this manner, the method may evaluate several initial populations and mutated generations therefrom in selecting the optimum configuration for use in operating the machine.

Machine learningEvolutionary computationAI hardwareB25J 9/1664G05B 2219/40384G05B 2219/40463G05B 2219/45063Y10T 29/5313

AI classification

Evolutionary computation1.00
AI hardware1.00
Machine learning0.82
Knowledge representation0.36
Vision0.00
Natural language0.00
Planning0.00
Speech0.00

Ownership

VISTEON GLOBAL TECHNOLOGIES, INC.

assignment · 141600216

Assignors

WELCH, KURT D.

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

© 2026 NYSGPT2525 LLC