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Application of software solution for solving engineering design optimization problems
Author(s) -
Miloš Madić,
Predrag Janković,
Milan Trifunović,
Marko Kovačević
Publication year - 2021
Publication title -
iop conference series. materials science and engineering
Language(s) - English
Resource type - Journals
eISSN - 1757-899X
pISSN - 1757-8981
DOI - 10.1088/1757-899x/1018/1/012025
Subject(s) - engineering optimization , mathematical optimization , computer science , discrete optimization , optimization problem , continuous optimization , search based software engineering , multidisciplinary design optimization , set (abstract data type) , integer (computer science) , software , heuristic , software design , multi swarm optimization , software development , mathematics , social science , multidisciplinary approach , sociology , programming language
Engineering design problems involving a set of continuous, discrete and integer design variables and complex, non-convex objective functions and linear and non-linear constraints represent optimization problems with considerable complexity which are not trivial to solve. In recent years a number of optimization methods, particularly meta-heuristic optimization algorithms, were highlighted as effective optimization tools to deal with this type of engineering design problems. Despite certain advantages, their stochastic nature may be insufficient in dealing with various kinds of variables, constraints and objective functions. This paper discusses the application of developed software solution for solving engineering design optimization problems which is based on deterministic approach, i.e. the use of exhaustive iterative search algorithm. The use of the developed software solution is validated using four standard engineering design problems reported in the referential literature. In all case studies, the determined optimization solutions are equally good or better than those reported from other researchers using algorithms representative of the state-of-the-art in the area.

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