Mathematical Apparatus for Selection of Optimal Parameters of Technical, Technological Systems and Materials Based on Vector Optimization
- 1 Far Eastern Federal University, Vladivostok, Russia
Abstract
We presented Mathematical apparatus of the choice of optimum parameters of technical, technological systems and materials on the basis of vector optimization. We have considered the formulation and solution of three types of tasks presented below. First, the problem of selecting the optimal parameters of technical systems depending on the functional characteristics of the system. Secondly, the problem of selecting the optimal parameters of the process depending on the technological characteristics of the process. Third, the problem of choosing the optimal structure of the material depending on the functional characteristics of this material. The statement of all problems is made in the form of vector problems of mathematical (nonlinear) programming. The theory and the principle of optimality of the solution of vector tasks it is explained in work of https://rdcu.be/bhZ8i. The implementation of the methodology is shown on a numerical example of the choice of optimum parameters of the technical, technological systems and materials. On the basis of mathematical methods of solution of vector problems we developed the software in the MATLAB system. The numerical example includes: input data (requirement specification) for modeling; transformation of mathematical models with uncertainty to the model under certainty; acceptance of an optimal solution with equivalent criteria (the solution of numerical model); acceptance of an optimal solution with the given priority of criterion.
- Mashunin, Y.K. (1986) Methods and Models of Vector Optimization. Nauka, Moscow. [In Russian]
- Mashunin, Y.K. and Levitskii, V.L. (1996) Methods of Vector Optimization in Analysis and Synthesis of Engineering Systems. DVGAEU, Vladivostok. [In Russian]
- Mashunin, Y.K. (2000) Engineering System Modeling on the base of Vector Problem of Nonlinear Optimization. Control Applications of Optimization. Preprint of the 11th IFAC International Workshop, CAO 2000, Saint Petersburg.
- Mashunin, Y.K. (1999) Solving Composition and Decomposition Problems of Synthesis of Complex Engineering Systems by Vector Optimization Methods. Journal of Computer and Systems Sciences International, 52, 519-534.
- Mashunin, K.Y. and Mashunin, Y.K. (2013) Simulation Engineering Systems under Uncertainty and Optimal Decision Making. Journal of Computer and Systems Sciences International. 52, 519-534. https://doi.org/10.1134/S106423071303012X
- Mashunin, Y.K. (2013) Control Theory. The Mathematical Apparatus of Management of the Economy. Logos, Moscow, 448 p. (In Russian)
- Mashunin, Y.K. and Mashunin, K.Y. (2014) Modeling of Technical Systems on the Basis of Vector Optimization (1. at Equivalent Criteria). International Journal of Engineering Sciences & Research Technology, 3, 84-96.
- Mashunin, Y.K. and Mashunin, K.Y. (2014) Modeling of technical Systems on the Basis of Vector Optimization (2. with a Criterion Priority). International Journal of Engineering Sciences & Research Technology, 3, 224-240.
- Mashunin, Y.K. and Mashunin, K.Y. (2015) Simulation and Optimal Decision Making the Design of Technical Systems. American Journal of Modeling and Optimization, 3, 56-67.
- Mashunin, Y.K. and Mashunin, K.Y. (2016) Simulation and Optimal Decision Making the Design of Technical Systems (2. The Decision with a Criterion Priority). American Journal of Modeling and Optimization, 4, 51-66.
- Mashunin, Y.K. (2019) Methodology of the Choice of Optimum Parameters of Technological Process on Experimental to Data. American Journal of Modeling and Optimization, 7, 20-28.
- Mashunin, Y.K. (2017) Vector Optimization in the System Optimal Decision Making the Design in Economic and Technical Systems. International Journal of Emerging Trends & Technology in Computer Science, 7, 42-57.
- Mashunin, Y.K. (2018) Optimal Designing in the Interrelation Technical System-Materials (Theory). Mathematical Methods in Engineering and Technology. In Bolshakova, A.A., Ed., Proceedings of the International Scientific Conference: 12 tons 4/under General, Publishing House of Polytechnical Institute, 40-46.