SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications

Danilo F. Poveda-Pulla; Jefferson V. Dominguez-Paute; Luis F. Guerrero-Vásquez; Paúl A. Chasi-Pesántez; Jorge O. Ordoñez-Ordoñez; Tatiana A. Jara-Quito

doi:10.1007/978-981-16-2102-4_52

SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications

Danilo F. Poveda-Pulla, Jefferson V. Dominguez-Paute, Luis F. Guerrero-Vásquez, Paúl A. Chasi-Pesántez, Jorge O. Ordoñez-Ordoñez, Tatiana A. Jara-Quito

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

2 Citas (Scopus)

Resumen

This paper proposes a new self-adaptive technique in the control parameters of the Differential Evolution (DE) Algorithm called SACPDE. The main focus of this technique is the modification of the DE algorithm through the implementation of a dispersion operator (present in the Bacterial Foraging Optimization algorithm), and a correlation-supported cost function, the same that compares the response of each search agent with a pattern response defined previously. SACPDE has been implemented for optimization in the design of patch antennas and Notch-filters. In the first case, circular and rectangular patch antennas are designed with the objective of minimizing the reflection coefficient in the resonant frequencies of 2.1, 2.4, 5, and 5.8 GHz. In the second case, a Notch-filter was designed in an Ultra Wide Band (UWB) Vivaldi antenna to reject the bands for applications in the IEEE 802.11a-b standards and radio bands dedicated to Industrial, Scientific, and Medical purposes (ISM) located between 5.15 to 5.35 and 5.725 to 5.825 GHz.

Idioma original	Inglés
Título de la publicación alojada	Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021
Editores	Xin-She Yang, Simon Sherratt, Nilanjan Dey, Amit Joshi
Editorial	Springer Science and Business Media Deutschland GmbH
Páginas	575-589
Número de páginas	15
ISBN (versión impresa)	9789811621017
DOI	https://doi.org/10.1007/978-981-16-2102-4_52
Estado	Publicada - 2022
Evento	6th International Congress on Information and Communication Technology, ICICT 2021 - Virtual, Online Duración: 25 feb. 2021 → 26 feb. 2021

Serie de la publicación

Nombre	Lecture Notes in Networks and Systems
Volumen	217
ISSN (versión impresa)	2367-3370
ISSN (versión digital)	2367-3389

Conferencia

Conferencia	6th International Congress on Information and Communication Technology, ICICT 2021
Ciudad	Virtual, Online
Período	25/02/21 → 26/02/21

Nota bibliográfica

Publisher Copyright:
© 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

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10.1007/978-981-16-2102-4_52

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Poveda-Pulla, D. F., Dominguez-Paute, J. V., Guerrero-Vásquez, L. F., Chasi-Pesántez, P. A., Ordoñez-Ordoñez, J. O., & Jara-Quito, T. A. (2022). SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications. En X.-S. Yang, S. Sherratt, N. Dey, & A. Joshi (Eds.), Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021 (pp. 575-589). (Lecture Notes in Networks and Systems; Vol. 217). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-981-16-2102-4_52

Poveda-Pulla, Danilo F. ; Dominguez-Paute, Jefferson V. ; Guerrero-Vásquez, Luis F. et al. / SACPDE : Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications. Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021. editor / Xin-She Yang ; Simon Sherratt ; Nilanjan Dey ; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2022. pp. 575-589 (Lecture Notes in Networks and Systems).

@inproceedings{5f86fc82ea03483a9c827e7b96fcf864,

title = "SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications",

abstract = "This paper proposes a new self-adaptive technique in the control parameters of the Differential Evolution (DE) Algorithm called SACPDE. The main focus of this technique is the modification of the DE algorithm through the implementation of a dispersion operator (present in the Bacterial Foraging Optimization algorithm), and a correlation-supported cost function, the same that compares the response of each search agent with a pattern response defined previously. SACPDE has been implemented for optimization in the design of patch antennas and Notch-filters. In the first case, circular and rectangular patch antennas are designed with the objective of minimizing the reflection coefficient in the resonant frequencies of 2.1, 2.4, 5, and 5.8 GHz. In the second case, a Notch-filter was designed in an Ultra Wide Band (UWB) Vivaldi antenna to reject the bands for applications in the IEEE 802.11a-b standards and radio bands dedicated to Industrial, Scientific, and Medical purposes (ISM) located between 5.15 to 5.35 and 5.725 to 5.825 GHz.",

keywords = "Differential evolution, Nature-inspired, Optimization, Self-adaptive, UWB Antenna",

author = "Poveda-Pulla, {Danilo F.} and Dominguez-Paute, {Jefferson V.} and Guerrero-V{\'a}squez, {Luis F.} and Chasi-Pes{\'a}ntez, {Pa{\'u}l A.} and Ordo{\~n}ez-Ordo{\~n}ez, {Jorge O.} and Jara-Quito, {Tatiana A.}",

note = "Publisher Copyright: {\textcopyright} 2022, The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.; 6th International Congress on Information and Communication Technology, ICICT 2021 ; Conference date: 25-02-2021 Through 26-02-2021",

year = "2022",

doi = "10.1007/978-981-16-2102-4_52",

language = "English",

isbn = "9789811621017",

series = "Lecture Notes in Networks and Systems",

publisher = "Springer Science and Business Media Deutschland GmbH",

pages = "575--589",

editor = "Xin-She Yang and Simon Sherratt and Nilanjan Dey and Amit Joshi",

booktitle = "Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021",

address = "Germany",

}

Poveda-Pulla, DF, Dominguez-Paute, JV, Guerrero-Vásquez, LF , Chasi-Pesántez, PA , Ordoñez-Ordoñez, JO & Jara-Quito, TA 2022, SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications. En X-S Yang, S Sherratt, N Dey & A Joshi (eds.), Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021. Lecture Notes in Networks and Systems, vol. 217, Springer Science and Business Media Deutschland GmbH, pp. 575-589, 6th International Congress on Information and Communication Technology, ICICT 2021, Virtual, Online, 25/02/21. https://doi.org/10.1007/978-981-16-2102-4_52

SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications. / Poveda-Pulla, Danilo F.; Dominguez-Paute, Jefferson V.; Guerrero-Vásquez, Luis F. et al.
Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021. ed. / Xin-She Yang; Simon Sherratt; Nilanjan Dey; Amit Joshi. Springer Science and Business Media Deutschland GmbH, 2022. p. 575-589 (Lecture Notes in Networks and Systems; Vol. 217).

Producción científica: Capítulo del libro/informe/acta de congreso › Contribución de conferencia › revisión exhaustiva

TY - GEN

T1 - SACPDE

T2 - 6th International Congress on Information and Communication Technology, ICICT 2021

AU - Poveda-Pulla, Danilo F.

AU - Dominguez-Paute, Jefferson V.

AU - Guerrero-Vásquez, Luis F.

AU - Chasi-Pesántez, Paúl A.

AU - Ordoñez-Ordoñez, Jorge O.

AU - Jara-Quito, Tatiana A.

PY - 2022

Y1 - 2022

N2 - This paper proposes a new self-adaptive technique in the control parameters of the Differential Evolution (DE) Algorithm called SACPDE. The main focus of this technique is the modification of the DE algorithm through the implementation of a dispersion operator (present in the Bacterial Foraging Optimization algorithm), and a correlation-supported cost function, the same that compares the response of each search agent with a pattern response defined previously. SACPDE has been implemented for optimization in the design of patch antennas and Notch-filters. In the first case, circular and rectangular patch antennas are designed with the objective of minimizing the reflection coefficient in the resonant frequencies of 2.1, 2.4, 5, and 5.8 GHz. In the second case, a Notch-filter was designed in an Ultra Wide Band (UWB) Vivaldi antenna to reject the bands for applications in the IEEE 802.11a-b standards and radio bands dedicated to Industrial, Scientific, and Medical purposes (ISM) located between 5.15 to 5.35 and 5.725 to 5.825 GHz.

AB - This paper proposes a new self-adaptive technique in the control parameters of the Differential Evolution (DE) Algorithm called SACPDE. The main focus of this technique is the modification of the DE algorithm through the implementation of a dispersion operator (present in the Bacterial Foraging Optimization algorithm), and a correlation-supported cost function, the same that compares the response of each search agent with a pattern response defined previously. SACPDE has been implemented for optimization in the design of patch antennas and Notch-filters. In the first case, circular and rectangular patch antennas are designed with the objective of minimizing the reflection coefficient in the resonant frequencies of 2.1, 2.4, 5, and 5.8 GHz. In the second case, a Notch-filter was designed in an Ultra Wide Band (UWB) Vivaldi antenna to reject the bands for applications in the IEEE 802.11a-b standards and radio bands dedicated to Industrial, Scientific, and Medical purposes (ISM) located between 5.15 to 5.35 and 5.725 to 5.825 GHz.

KW - Differential evolution

KW - Nature-inspired

KW - Optimization

KW - Self-adaptive

KW - UWB Antenna

UR - http://www.scopus.com/inward/record.url?scp=85118980833&partnerID=8YFLogxK

U2 - 10.1007/978-981-16-2102-4_52

DO - 10.1007/978-981-16-2102-4_52

M3 - Conference contribution

AN - SCOPUS:85118980833

SN - 9789811621017

T3 - Lecture Notes in Networks and Systems

SP - 575

EP - 589

BT - Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021

A2 - Yang, Xin-She

A2 - Sherratt, Simon

A2 - Dey, Nilanjan

A2 - Joshi, Amit

PB - Springer Science and Business Media Deutschland GmbH

Y2 - 25 February 2021 through 26 February 2021

ER -

Poveda-Pulla DF, Dominguez-Paute JV, Guerrero-Vásquez LF , Chasi-Pesántez PA , Ordoñez-Ordoñez JO, Jara-Quito TA. SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications. En Yang XS, Sherratt S, Dey N, Joshi A, editores, Proceedings of 6th International Congress on Information and Communication Technology, ICICT 2021. Springer Science and Business Media Deutschland GmbH. 2022. p. 575-589. (Lecture Notes in Networks and Systems). doi: 10.1007/978-981-16-2102-4_52

SACPDE: Self-Adaptive Control Parameters in Differential Evolution Algorithm for Antenna Design Applications

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