Memristive network-based genetic algorithm and its application to image edge detection
نویسندگان
چکیده
This paper proposes a mem-computing model of memristive network-based genetic algorithm (MNGA) by building up the relationship between network (MN) and (GA), new edge detection where image pixels are defined as individuals population. First, computing MNGA is designed to perform mem-computing, which brings possibility hardware implementation GA. Secondly, MNGA-based integrating filter GA operator deployed MN proposed. Finally, simulation results demonstrate that figure merit (FoM) our better than latest memris-tor-based swarm intelligence. In summary, way found build proper matching memristor aid detection.
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ژورنال
عنوان ژورنال: Chinese Journal of Systems Engineering and Electronics
سال: 2021
ISSN: ['1004-4132']
DOI: https://doi.org/10.23919/jsee.2021.000091