Modelling and Data Analysis
2023. Vol. 13, no. 2, 123–141
doi:10.17759/mda.2023130207
ISSN: 2219-3758 / 2311-9454 (online)
Methodology for Determining the Properties of Composite Material Components Based on Migration Algorithms of Global Optimization
Abstract
A mathematical model has been formed for calculating the elastic characteristics of a generalized material based on the properties of a transversely isotropic fiber and an isotropic matrix. The problem of choosing the parameters of materials is formulated as the problem of minimizing the objective function on a parallelepiped set of admissible solutions. To solve it, classical and modified self-organizing migration algorithms of global optimization belonging to the group of metaheuristic are applied. Recommendations on the selection of the best parameter values are obtained.
General Information
Keywords: composite material, homogenization, fiber, matrix, migration algorithm, optimization method
Journal rubric: Optimization Methods
Article type: scientific article
DOI: https://doi.org/10.17759/mda.2023130207
Received: 21.04.2023
Accepted:
For citation: Panteleev A.V., Kovtunov S.S., Rakitianskii V.M. Methodology for Determining the Properties of Composite Material Components Based on Migration Algorithms of Global Optimization. Modelirovanie i analiz dannikh = Modelling and Data Analysis, 2023. Vol. 13, no. 2, pp. 123–141. DOI: 10.17759/mda.2023130207. (In Russ., аbstr. in Engl.)
References
- Landau L.D., Lifshits E.M. Theory of elasticity. Moscow: Nauka, 1987. - 247 p. (In Russ.).
- Hill, R. The elastic behavior of a crystalline aggregate. Proc. Phys. Soc. London, 65:349-354, 1952.
- Torquato, S. Random Heterogeneous Materials: Microstructure and Macroscopic Properties. Springer, 2002.
- Sanchez-Palencia, E. Non-Homogeneous Media and Vibration Theory. Springer-Verlag, 1980.
- Barbero, E.J. Introduction to Composite Materials Design, Second Edition. CRC Press, 2018. ISBN 978-1-4987-5983-9.
- Davendra D., Zelinka I. Self-organizing migrating algorithm. Methodology and implementation // Studies in Computational Intelligence, Springer, 2016, Vol. 626.
- Panteleev A.V., Skavinskaya D.V. Metaheuristic strategies and algorithms of global optimization. Factorial, 2023.– 564 p. (In Russ.).
- Panteleev A.V., Rakitianskii V.M. Application of the modified self-organizing migration algorithm MSOMA in optimal open-loop control problems // Journal of Physics: Conference Series. – 2021. Vol. 1925. Id 012017.
- Panteleev A.V., Rakityansky V.M. Development of a modified self-organizing migration optimization algorithm (MSOMA) // Modeling and data analysis. – 2020. No. 2. – pp. 62–73. (In Russ.).
- Cabrera Barbero, Javier, "Thermal-Fatigue and Thermo-Mechanical Equivalence for Transverse Cracking Evolution in Laminated Composites" (2018). Graduate Theses, Dissertations and Problem Reports. 3715.
Information About the Authors
Metrics
Views
Total: 189
Previous month: 24
Current month: 13
Downloads
Total: 82
Previous month: 8
Current month: 3