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Reconstruction of function block logic using metaheuristic algorithm: Initial explorations
ITMO University.
ITMO University.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.
Luleå University of Technology, Department of Computer Science, Electrical and Space Engineering, Computer Science.
2015 (English)In: IEEE 13th International Conference on Industrial Informatics (INDIN'15): Cambridge, United Kingdom, 22-24 July 2015, Piscatasway, NJ: IEEE Communications Society, 2015, 1239-1242 p., 7281912Conference paper (Refereed)
Abstract [en]

This paper presents an approach for automatic reconstruction of automation logic from execution scenarios using a metaheuristic algorithm. The IEC 61499 basic function blocks is chosen as implementation language and reconstruction of Execution Control Charts for basic function blocks is addressed. The synthesis method is based on a metaheuristic algorithm most closely related to ant colony optimization and evolutionary computation. Execution scenarios can be recorded from testing legacy software solutions. At this stage results are only limited to generation of basic function blocks having only Boolean input/output variables

Place, publisher, year, edition, pages
Piscatasway, NJ: IEEE Communications Society, 2015. 1239-1242 p., 7281912
Research subject
Dependable Communication and Computation Systems
Identifiers
URN: urn:nbn:se:ltu:diva-34387DOI: 10.1109/INDIN.2015.7281912ScopusID: 84949486058Local ID: 8908eaf6-ef48-43b4-846b-0ef7eb0cb3e1ISBN: 9781479966493 (PDF)OAI: oai:DiVA.org:ltu-34387DiVA: diva2:1007638
Conference
IEEE International Conference on Industrial Informatics : 22/07/2015 - 24/07/2015
Note
Validerad; 2016; Nivå 1; 20151012 (patsan)Available from: 2016-09-30 Created: 2016-09-30Bibliographically approved

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Patil, SandeepVyatkin, Valeriy
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