A Hardware Descriptive Approach to Beetle Antennae Search
文献类型：期刊论文
| 作者 | Yue, Zongcheng4; Li, Gang3 ; Jiang, Xiangyuan2; Li, Shuai1; Cheng, Jian3; Ren, Peng4
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| 刊名 | IEEE ACCESS
 |
| 出版日期 | 2020 |
| 卷号 | 8页码:89059-89070 |
| 关键词 | Field programmable gate arrays Hardware design languages Optimization Directive antennas Genetic algorithms Hardware FPGA beetle antennae search Verilog HDL optimization algorithm |
| ISSN号 | 2169-3536 |
| DOI | 10.1109/ACCESS.2020.2993600 |
| 通讯作者 | Ren, Peng(pengren@upc.edu.cn) |
| 英文摘要 | Beetle antennae search (BAS) is a newly developed meta-heuristic algorithm which is effectively used for optimizing objective functions of complex forms or even unknown forms. The common practice for implementing meta-heuristic algorithms including the BAS largely relies on programming in a high-level language and executing the code on a computer platform. However, the high-level implementation of the BAS algorithm hinders it from being used in an embedding system, where real-time operations are normally required. To address this limitation, we present an approach to implementing the BAS algorithm on a field-programmable gate array (FPGA). Specifically, we program the BAS function in the Verilog hardware description language (HDL), which provides a tractable vehicle for implementing the BAS algorithm at the gate level on the FPGA chip. We simulate our Verilog HDL based BAS module with the Modelsim platform. Simulation results validate the feasibility of our proposed Verilog HDL implementation of the BAS. Additionally, we implement the BAS model on the Zynq XC7Z010 platform, with 132.5 mu s latency for model implementation. |
| WOS关键词 | ALGORITHM ; FPGA ; OPTIMIZATION ; DESIGN |
| 资助项目 | National Natural Science Foundation of China[U1906217] ; Innovative Research Team Program for Young Scholars at Universities in Shandong Province[2020KJN010] |
| WOS研究方向 | Computer Science ; Engineering ; Telecommunications |
| 语种 | 英语 |
| WOS记录号 | WOS:000538727700018 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| 资助机构 | National Natural Science Foundation of China ; Innovative Research Team Program for Young Scholars at Universities in Shandong Province |
| 源URL | [http://ir.ia.ac.cn/handle/173211/39820]  |
| 专题 | 类脑芯片与系统研究 |
| 通讯作者 | Ren, Peng |
| 作者单位 | 1.Swansea Univ, Coll Engn, Swansea SA1 8EN, W Glam, Wales 2.Shandong Univ, Inst Marine Sci & Technol, Qingdao 266237, Peoples R China 3.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 4.China Univ Petr East China, Coll Oceanog & Space Informat, Qingdao 266580, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yue, Zongcheng,Li, Gang,Jiang, Xiangyuan,et al. A Hardware Descriptive Approach to Beetle Antennae Search[J]. IEEE ACCESS,2020,8:89059-89070. |
| APA | Yue, Zongcheng,Li, Gang,Jiang, Xiangyuan,Li, Shuai,Cheng, Jian,&Ren, Peng.(2020).A Hardware Descriptive Approach to Beetle Antennae Search.IEEE ACCESS,8,89059-89070. |
| MLA | Yue, Zongcheng,et al."A Hardware Descriptive Approach to Beetle Antennae Search".IEEE ACCESS 8(2020):89059-89070. |
入库方式： OAI收割
来源：自动化研究所
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