Author:
KRAJČOVIČ Martin,GRZNÁR Patrik
Abstract
The need for flexibility of layout planning puts higher requirements for utilisation of layout and location problem solving methods. Classical methods, like linear programming, dynamic programming or conventional heuristics are being replaced by advanced evolutionary algorithms, which give better solutions to large-scale problems. One of these methods are also genetic algorithms. This article describes the genetic algorithm utilisation in the production layout planningunder the terms of the digital factory concept.
Subject
Artificial Intelligence,Industrial and Manufacturing Engineering,Computer Science Applications,Economics, Econometrics and Finance (miscellaneous),Mechanical Engineering,Biomedical Engineering,Information Systems,Control and Systems Engineering
Reference20 articles.
1. Altuntas, S., & Selim, H. (2012). Facility Layout using Weighted Association Rule-based Data Mining Algorithms: Evaluation with Simulation. Expert Systems with Applications, 39(1), 2012, 3–13. https://doi.org/10.1016/j.eswa.2011.06.045
2. Dulina, L., & Bartánusová, M. (2014). Ergonomics in Practice and its Influence on Employees’ Performance. Communications - Scientific Letters of the University of Zilina, 16(3), 206–211.
3. Ďurica, L., Mičieta, B., Bubeník, P., & Biňasová, V. (2015). Manufacturing multi-agent system with bio-inspired techniques: CODESA-Prime. MM science journal, December 2015, 829–837. https://doi.org/10.17973/MMSJ.2015_12_201543
4. Furmann, R., & Štefánik, A.(2011).Progressive Solutions Supporting Manufacturing and Logistics Systems Design Developed by CEIT SK, s.r.o. (in Slovak). Produktivita a inovácie: bimonthly magazine of University of Žilina in cooperation with the Slovak productivity center and the Institute for Competitiveness and Innovation, 12(2), 3–5.
5. Gašová, M., Gašo, M., & Štefánik, A. (2017). Document Advanced Industrial Tools of Ergonomics Based on Industry 4.0 Concept. Procedia Engineering, 192, 219–224. https://doi.org/10.1016/j.proeng.2017.06.038
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