Immune optimal design of 2-D and 3-D structures

Arkadiusz Poteralski; Mirosław Szczepanik; Tadeusz Burczyns̈ki

doi:10.1007/978-3-319-19369-4_42

Immune optimal design of 2-D and 3-D structures

Department of Computational Mechanics and Engineering (RMT/RMT4)

Institute of Fundamental Technological Research of the Polish Academy of Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

5 Citations (Scopus)

Abstract

The paper deals with an application of the artificial immune system (AIS) to the optimization of shape, topology and material properties of 2-D and 3-D structures. Structures considered in this work are analyzed by the finite element method (FEM). Optimization criteria that are taken into account concern minimize mass of the structure. Numerical examples demonstrate that the method based on soft computing is a very effective technique for solving computer aided optimal design.

Original language	English
Title of host publication	Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings
Editors	Ryszard Tadeusiewicz, Lotfi A. Zadeh, Leszek Rutkowski, Marcin Korytkowski, Rafal Scherer, Jacek M. Zurada
Publisher	Springer Verlag
Pages	471-482
Number of pages	12
ISBN (Electronic)	9783319193687
DOIs	https://doi.org/10.1007/978-3-319-19369-4_42
Publication status	Published - 2015
Event	14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015 - Zakopane, Poland Duration: 14 Jun 2015 → 18 Jun 2015

Publication series

Name	Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)
Volume	9120
ISSN (Print)	0302-9743

Conference

Conference	14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015
Country/Territory	Poland
City	Zakopane
Period	14/06/15 → 18/06/15

Keywords

Artificial immune system (AIS)
Computational intelligence
Finite element method (FEM)
Optimization
Shape and topology optimization

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-319-19369-4_42

Cite this

Poteralski, A., Szczepanik, M., & Burczyns̈ki, T. (2015). Immune optimal design of 2-D and 3-D structures. In R. Tadeusiewicz, L. A. Zadeh, L. Rutkowski, M. Korytkowski, R. Scherer, & J. M. Zurada (Eds.), Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings (pp. 471-482). (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 9120). Springer Verlag. https://doi.org/10.1007/978-3-319-19369-4_42

Poteralski, Arkadiusz ; Szczepanik, Mirosław ; Burczyns̈ki, Tadeusz. / Immune optimal design of 2-D and 3-D structures. Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings. editor / Ryszard Tadeusiewicz ; Lotfi A. Zadeh ; Leszek Rutkowski ; Marcin Korytkowski ; Rafal Scherer ; Jacek M. Zurada. Springer Verlag, 2015. pp. 471-482 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)).

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abstract = "The paper deals with an application of the artificial immune system (AIS) to the optimization of shape, topology and material properties of 2-D and 3-D structures. Structures considered in this work are analyzed by the finite element method (FEM). Optimization criteria that are taken into account concern minimize mass of the structure. Numerical examples demonstrate that the method based on soft computing is a very effective technique for solving computer aided optimal design.",

keywords = "Artificial immune system (AIS), Computational intelligence, Finite element method (FEM), Optimization, Shape and topology optimization",

author = "Arkadiusz Poteralski and Miros{\l}aw Szczepanik and Tadeusz Burczyn{\"s}ki",

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Poteralski, A , Szczepanik, M & Burczyns̈ki, T 2015, Immune optimal design of 2-D and 3-D structures. in R Tadeusiewicz, LA Zadeh, L Rutkowski, M Korytkowski, R Scherer & JM Zurada (eds), Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings. Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), vol. 9120, Springer Verlag, pp. 471-482, 14th International Conference on Artificial Intelligence and Soft Computing, ICAISC 2015, Zakopane, Poland, 14/06/15. https://doi.org/10.1007/978-3-319-19369-4_42

Immune optimal design of 2-D and 3-D structures. / Poteralski, Arkadiusz ; Szczepanik, Mirosław; Burczyns̈ki, Tadeusz.
Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings. ed. / Ryszard Tadeusiewicz; Lotfi A. Zadeh; Leszek Rutkowski; Marcin Korytkowski; Rafal Scherer; Jacek M. Zurada. Springer Verlag, 2015. p. 471-482 (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science); Vol. 9120).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Poteralski A , Szczepanik M, Burczyns̈ki T. Immune optimal design of 2-D and 3-D structures. In Tadeusiewicz R, Zadeh LA, Rutkowski L, Korytkowski M, Scherer R, Zurada JM, editors, Artificial Intelligence and Soft Computing - 14th International Conference, ICAISC 2015, Proceedings. Springer Verlag. 2015. p. 471-482. (Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science)). doi: 10.1007/978-3-319-19369-4_42

Immune optimal design of 2-D and 3-D structures

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Keywords

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