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Particle Swarm Optimisation in Practice: Multiple Applications in a Digital Microscope System

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posted on 2023-02-14, 08:39 authored by LOUISE RYAN, Stefan Kuhn, Simon Colreavy-DonnellySimon Colreavy-Donnelly, Fabio CaraffiniFabio Caraffini

We demonstrate that particle swarm optimisation (PSO) can be used to solve a variety of problems arising during operation of a digital inspection microscope. This is a use case for the feasibility of heuristics in a real-world product. We show solutions to four measurement problems, all based on PSO. This allows for a compact software implementation solving different problems. We have found that PSO can solve a variety of problems with small software footprints and good results in a real-world embedded system. Notably, in the microscope application, this eliminates the need to return the device to the factory for calibration 

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Publication

Applied Sciences 12(15), 7827

Publisher

MDPI

Department or School

  • Computer Science & Information Systems

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