Evolutionary algorithm

Analysis of modification of the evolutionary algorithm for sequencing production tasks

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Analysis of modification of the evolutionary algorithm for sequencing production tasks Piotr Ciepliński, Sławomir Golak, Tadeusz Wieczorek Department of Industrial Computer Science, Faculty of Materials Engineering, Silesian University of Technology, Katowice, Poland. DOI: https://doi.org/10.7494/cmms.2022.3.0783 Abstract: Evolutionary algorithms are one of the heuristic techniques used to solve task sequencing problems. An important example of such a … Read more

Decoupled homogenization of hyperelastic composite with carbon black inclusion

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Decoupled homogenization of hyperelastic composite with carbon black inclusion Martyna Poręba-Sebastjan, Waclaw Kuś Department for Computational Mechanics and Engineering, Silesian University of Technology, Konarskiego 18A, 44-100 Gliwice, Poland. DOI: https://doi.org/10.7494/cmms.2020.1.0650 Abstract: The goal of the paper is to present the application of decoupled homogenization method to the modeling of hyperelastic composite with inclusions. The method … Read more

Handling insensitivity in multi-physics inverse problems using a complex evolutionary strategy

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Handling insensitivity in multi-physics inverse problems using a complex evolutionary strategy Jakub Sawicki, Maciej Smołka, Marcin Łoś, Robert Schaefer AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Krakow, Poland. DOI: https://doi.org/10.7494/cmms.2019.1.0625 Abstract: In this paper we present a complex strategy for the solution of ill posed, in-verse problems formulated as multiobjective global optimization … Read more

Real-time evolutionary optimization of metallurgical processes using ARM microcontroller

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Real-time evolutionary optimization of metallurgical processes using ARM microcontroller Adam Mrozek1, Wacław Kuś2, Łukasz Sztangret1 1AGH University of Science and Technology, al. Mickiewicza 30, 30-059 Kraków, Poland. 22Silesian University of Technology, ul. Konarskiego 18a, 44-100 Gliwice, Poland. DOI: https://doi.org/10.7494/cmms.2016.1.0556 Abstract: The real time (RT) computations with the use of microcontrollers have been present in everyday life for … Read more

OPTIM – library of bioinspired optimization algorithms in engineering applications

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OPTIM – library of bioinspired optimization algorithms in engineering applications Wacław Kuś1, Adam Długosz1, Tadeusz Burczyński1,2 1Silesian University of Technology, Department for Strength of Materials and Computational Mechanics, Gliwice, Poland.2Cracow University of Technology, Institute of Computer Science, Cracow, Poland. DOI: https://doi.org/10.7494/cmms.2011.1.0305 Abstract: The paper is devoted to engineering applications of Optim library. The library, created … Read more