Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator

Takeshi Watanabe; Tomoaki Tatsukawa; Antonio Lopez Jaimes; Hikaru Aono; Taku Nonomura; Akira Oyama; Kozo Fujii

doi:10.1109/CEC.2014.6900612

Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator

Takeshi Watanabe, Tomoaki Tatsukawa, Antonio Lopez Jaimes, Hikaru Aono, Taku Nonomura, Akira Oyama, Kozo Fujii

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

5 Citations (Scopus)

Abstract

In this paper, an algorithm for many-objective evolutionary computation, which is based on the NSGA-II with the Chebyshev preference relation, is applied to multi-objective design optimization problem of dielectric barrier discharge plasma actuator (DBDPA). The present optimization problem has four design parameters and six objective functions. The main goal of the paper is to extract useful design guidelines to predict control flow behavior based on the DBDPA parameter values using the resulting approximation Pareto set obtained by the optimization.

Original language	English
Title of host publication	Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	2849-2854
Number of pages	6
ISBN (Electronic)	9781479914883
DOIs	https://doi.org/10.1109/CEC.2014.6900612
Publication status	Published - 2014 Sep 16
Externally published	Yes
Event	2014 IEEE Congress on Evolutionary Computation, CEC 2014 - Beijing, China Duration: 2014 Jul 6 → 2014 Jul 11

Publication series

Name	Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014

Other

Other	2014 IEEE Congress on Evolutionary Computation, CEC 2014
Country	China
City	Beijing
Period	14/7/6 → 14/7/11

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Theoretical Computer Science

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Watanabe, T., Tatsukawa, T., Jaimes, A. L., Aono, H., Nonomura, T., Oyama, A., & Fujii, K. (2014). Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator. In Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014 (pp. 2849-2854). [6900612] (Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CEC.2014.6900612

Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator. / Watanabe, Takeshi; Tatsukawa, Tomoaki; Jaimes, Antonio Lopez; Aono, Hikaru; Nonomura, Taku; Oyama, Akira; Fujii, Kozo.

Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. p. 2849-2854 6900612 (Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014).

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

Watanabe, T, Tatsukawa, T, Jaimes, AL, Aono, H, Nonomura, T, Oyama, A & Fujii, K 2014, Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator. in Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014., 6900612, Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Institute of Electrical and Electronics Engineers Inc., pp. 2849-2854, 2014 IEEE Congress on Evolutionary Computation, CEC 2014, Beijing, China, 14/7/6. https://doi.org/10.1109/CEC.2014.6900612

Watanabe T, Tatsukawa T, Jaimes AL, Aono H, Nonomura T, Oyama A et al. Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator. In Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc. 2014. p. 2849-2854. 6900612. (Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014). https://doi.org/10.1109/CEC.2014.6900612

Watanabe, Takeshi ; Tatsukawa, Tomoaki ; Jaimes, Antonio Lopez ; Aono, Hikaru ; Nonomura, Taku ; Oyama, Akira ; Fujii, Kozo. / Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator. Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 2849-2854 (Proceedings of the 2014 IEEE Congress on Evolutionary Computation, CEC 2014).

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abstract = "In this paper, an algorithm for many-objective evolutionary computation, which is based on the NSGA-II with the Chebyshev preference relation, is applied to multi-objective design optimization problem of dielectric barrier discharge plasma actuator (DBDPA). The present optimization problem has four design parameters and six objective functions. The main goal of the paper is to extract useful design guidelines to predict control flow behavior based on the DBDPA parameter values using the resulting approximation Pareto set obtained by the optimization.",

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Many-objective evolutionary computation for optimization of separated-flow control using a DBD plasma actuator

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