A Novel Differential Evolution Sparrow Search Algorithm

Yifei Yang; Haotian Li; Haichuan Yang; Baohang Zhang; Shangce Gao

doi:10.1109/ISCID56505.2022.00008

A Novel Differential Evolution Sparrow Search Algorithm

Yifei Yang, Haotian Li, Haichuan Yang, Baohang Zhang, Shangce Gao^*

^*Corresponding author for this work

Intellectual Information Engineering

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

2 Scopus citations

Abstract

In this paper, a method of improvement with sparrow search algorithm is proposed, namely differential sparrow search algorithm (DSSA). It is inspired by some advanced differential evolution algorithms and sparrow search algorithm. In DSSA, we proposed an operation of differential evolution to improve the ability to search locally. Several results show that the comprehensive performance of DSSA is improved compared with SSA and is better than some classical algorithms.

Original language	English
Title of host publication	Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1-5
Number of pages	5
ISBN (Electronic)	9781665456166
DOIs	https://doi.org/10.1109/ISCID56505.2022.00008
State	Published - 2022
Event	15th International Symposium on Computational Intelligence and Design, ISCID 2022 - Hangzhou, China Duration: 2022/12/17 → 2022/12/18

Publication series

Name	Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022

Conference

Conference	15th International Symposium on Computational Intelligence and Design, ISCID 2022
Country/Territory	China
City	Hangzhou
Period	2022/12/17 → 2022/12/18

Keywords

Differential evolution
IEEE CEC
Optimization
Sparrow search algorithm

ASJC Scopus subject areas

Artificial Intelligence
Computer Graphics and Computer-Aided Design
Modeling and Simulation

Access to Document

10.1109/ISCID56505.2022.00008

Cite this

Yang, Y., Li, H., Yang, H., Zhang, B., & Gao, S. (2022). A Novel Differential Evolution Sparrow Search Algorithm. In Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022 (pp. 1-5). (Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCID56505.2022.00008

Yang, Yifei ; Li, Haotian ; Yang, Haichuan et al. / A Novel Differential Evolution Sparrow Search Algorithm. Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022. Institute of Electrical and Electronics Engineers Inc., 2022. pp. 1-5 (Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022).

@inproceedings{4298358cdbf44e1aa0134736e077f7d5,

title = "A Novel Differential Evolution Sparrow Search Algorithm",

abstract = "In this paper, a method of improvement with sparrow search algorithm is proposed, namely differential sparrow search algorithm (DSSA). It is inspired by some advanced differential evolution algorithms and sparrow search algorithm. In DSSA, we proposed an operation of differential evolution to improve the ability to search locally. Several results show that the comprehensive performance of DSSA is improved compared with SSA and is better than some classical algorithms.",

keywords = "Differential evolution, IEEE CEC, Optimization, Sparrow search algorithm",

author = "Yifei Yang and Haotian Li and Haichuan Yang and Baohang Zhang and Shangce Gao",

note = "Publisher Copyright: {\textcopyright} 2022 IEEE.; 15th International Symposium on Computational Intelligence and Design, ISCID 2022 ; Conference date: 17-12-2022 Through 18-12-2022",

year = "2022",

doi = "10.1109/ISCID56505.2022.00008",

language = "英語",

series = "Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1--5",

booktitle = "Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022",

}

Yang, Y, Li, H, Yang, H, Zhang, B & Gao, S 2022, A Novel Differential Evolution Sparrow Search Algorithm. in Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022. Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022, Institute of Electrical and Electronics Engineers Inc., pp. 1-5, 15th International Symposium on Computational Intelligence and Design, ISCID 2022, Hangzhou, China, 2022/12/17. https://doi.org/10.1109/ISCID56505.2022.00008

A Novel Differential Evolution Sparrow Search Algorithm. / Yang, Yifei; Li, Haotian; Yang, Haichuan et al.
Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022. Institute of Electrical and Electronics Engineers Inc., 2022. p. 1-5 (Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022).

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

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T1 - A Novel Differential Evolution Sparrow Search Algorithm

AU - Yang, Yifei

AU - Li, Haotian

AU - Yang, Haichuan

AU - Zhang, Baohang

AU - Gao, Shangce

PY - 2022

Y1 - 2022

N2 - In this paper, a method of improvement with sparrow search algorithm is proposed, namely differential sparrow search algorithm (DSSA). It is inspired by some advanced differential evolution algorithms and sparrow search algorithm. In DSSA, we proposed an operation of differential evolution to improve the ability to search locally. Several results show that the comprehensive performance of DSSA is improved compared with SSA and is better than some classical algorithms.

AB - In this paper, a method of improvement with sparrow search algorithm is proposed, namely differential sparrow search algorithm (DSSA). It is inspired by some advanced differential evolution algorithms and sparrow search algorithm. In DSSA, we proposed an operation of differential evolution to improve the ability to search locally. Several results show that the comprehensive performance of DSSA is improved compared with SSA and is better than some classical algorithms.

KW - Differential evolution

KW - IEEE CEC

KW - Optimization

KW - Sparrow search algorithm

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U2 - 10.1109/ISCID56505.2022.00008

DO - 10.1109/ISCID56505.2022.00008

M3 - 会議への寄与

AN - SCOPUS:85147854412

T3 - Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022

SP - 1

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BT - Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 15th International Symposium on Computational Intelligence and Design, ISCID 2022

Y2 - 17 December 2022 through 18 December 2022

ER -

Yang Y, Li H, Yang H, Zhang B, Gao S. A Novel Differential Evolution Sparrow Search Algorithm. In Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022. Institute of Electrical and Electronics Engineers Inc. 2022. p. 1-5. (Proceedings - 2022 15th International Symposium on Computational Intelligence and Design, ISCID 2022). doi: 10.1109/ISCID56505.2022.00008

A Novel Differential Evolution Sparrow Search Algorithm

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Publication series

Conference

Keywords

ASJC Scopus subject areas

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