METHOD FOR OPTIMIZING THE LAYOUT AND CHARGE MAPS OF A FLOWLINE OF PICK AND PLACE MACHINES

Patent №

US 6,282,528

Granted

2001-08-28

Filed 1998

Owner

Lab

AI components

2

ml · hardware

Assignment

None on record

Dataset

AIPD

2023_r1 edition

Application

09177018

A method uses a computer-controlled algorithm that enables production of high-quality layouts and charge maps or set-ups for arbitrary printed circuit boards for electronic component placement machines alone or as one of many in a production line. A class of algorithms known as genetic algorithms employing an initial population of chromosomes are used. Each chromosome represents a set of parameters that control how a layout and charge maps are generated. Problem descriptors, based on one time code are generated. An adaptive searcher searches parameters and generates trial solutions as chromosomes and a heuristic layout generator interprets these chromosomes to generate the layout and charge maps using the problem descriptors.

AI classification

Machine learning1.00
AI hardware0.97
Knowledge representation0.26
Evolutionary computation0.13
Planning0.10
Vision0.01
Speech0.00
Natural language0.00
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