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Elitist Selection Schemes for Genetic Algorithm based Printed Circuit Board Inspection System
 

Summary: 974
Elitist Selection Schemes for Genetic Algorithm based Printed Circuit
Board Inspection System
S. Mashohor, J. R. Evans and T. Arslan
Department of Electronics and Electrical Engineering
University of Edinburgh, Edinburgh EH9 3JL, Scotland.
s.mashohor@sms.ed.ac.uk
Abstract- This paper presents the implementation of a
number of elitist schemes for a low cost printed circuit
board (PCB) inspection system. This strategy also
aims to explore the role of tournament and roulette-
wheel in improving the existing system when using a
deterministic selection scheme. In this system, GA is
used to detect rotation angle and displacement of PCB
placed arbitrarily on a conveyor belt passing under the
camera. Deterministic, tournament and roulette-wheel
selection scheme have been compared in terms of max-
imum fitness, rate of accuracy and computation time.
The finding shows that deterministic out-performed the
other two schemes in all categories and still prove to be

  

Source: Arslan, Tughrul - School of Engineering and Electronics, University of Edinburgh

 

Collections: Engineering