Optimization Design of Electromagnetic Devices Using an Enhanced Salp Swarm Algorithm

被引：0

作者：

Bouchekara, Houssem R. E. H. ^{[1
]}

Smail, Mostafa K. ^{[2
]}

Javaid, Mohamed S. ^{[1
]}

Shamsah, Sami Ibn ^{[1
]}

机构：

[1] Univ Hafr Al Batin, Dept Elect Engn, Hafar al Batin 31991, Saudi Arabia

[2] Inst Polytech Sci Avancees, Aerosp Syst Dept, 63 Blvd Brandebourg, F-94200 Ivry, France

来源：

APPLIED COMPUTATIONAL ELECTROMAGNETICS SOCIETY JOURNAL | 2020年 / 35卷 / 12期

关键词：

Design optimization; electromagnetic devices; salp swarm algorithm;

D O I：

10.47037/2020.ACES.J.351203

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

An Enhanced version of the Salp Swarm Algorithm (SSA) referred to as (ESSA) is proposed in this paper for the optimization design of electromagnetic devices. The ESSA has the same structure as of the SSA with some modifications in order to enhance its performance for the optimization design of EMDs. In the ESSA, the leader salp does not move around the best position with a fraction of the distance between the lower and upper bounds as in the SAA; rather, a modified mechanism is used. The performance of the proposed algorithm is tested on the widely used Loney's solenoid and TEAM Workshop Problem 22 design problems. The obtained results show that the proposed algorithm is much better than the initial one. Furthermore, a comparison with other well-known algorithms revealed that the proposed algorithm is very competitive for the optimization design of electromagnetic devices.

引用

页码：1471 / 1476

页数：6

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