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Optimization of Mechanical Systems

Summary

Students will learn the basic methods of local and global optimization, both in terms of theoretical foundations of each method, and also from the practical experiences, ie. software processing techniques in MATLAB. The content of this subject are methods based on optimization of smooth functions of one variable and functions of several variables, broken down into methods 0th, 1st and higher-order methods. Then follow the methods of global optimization like Monte Carlo method and methods derived from the genetic algorithm. Finally, students learn about the most common indication, practices in commercial software, this practical component is conducted in the ANSYS environment.

Literature

[1] Ravindran, A., Ragsdell, K. M.; Reklaitis, G. V. Engineering Optimization. 2nd ed. Wiley, 2003.
[2] Yang, Won-Yong, Cao, Wenwu, Chung, Tae-Sang, Morris, John. Applied Numerical Methods Using MATLAB®. Wiley, 2005.

Advised literature

[1] Lyshevski, Sergey E. Engineering and Scientific Computations Using MATLAB®. Wiley, 2003.


Language of instruction čeština, angličtina
Code 330-0541
Abbreviation OMS
Course title Optimization of Mechanical Systems
Coordinating department Department of Applied Mechanics
Course coordinator doc. Ing. Pavel Maršálek, Ph.D.