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Algorithm Research & Explore
|
413-417,449

Improved Harris hawks algorithm for agricultural supply chain scheduling

Zhi Yongkun
Liu Huan
Dai Yongqiang
College of Information Science & Technology, Gansu Agricultural University, Lanzhou 730070, China

Abstract

Aiming at the problems of low efficiency of agricultural products circulation system, inefficient circulation chain collaboration and slow food supply in emergency situations, this paper modeled the agricultural products supply chain scheduling problem as a hybrid flow shop scheduling problem. Combining the tabu table mechanism in the tabu search algorithm and discretizing the real number encoding, this paper proposed an improved Harris hawk algorithm to solve the agricultural products supply chain scheduling problem. The method reduced the possibility of the algorithm falling into local optimum and further improved the solution accuracy of the algorithm compared with the original Harris hawk algorithm. The experimental results show that the improved Harris hawk algorithm achieves better results on the model of the agricultural products supply chain scheduling problem proposed in this paper compared with other comparative algorithms.

Foundation Support

甘肃省自然科学基金资助项目(20JR10RA510)
甘肃农业大学青年导师基金项目(GAU-QDFC-2019-02)
甘肃省高等学校创新能力提升项目(2019A-056)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.07.0343
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 2
Section: Algorithm Research & Explore
Pages: 413-417,449
Serial Number: 1001-3695(2023)02-016-0413-05

Publish History

[2022-09-23] Accepted Paper
[2023-02-05] Printed Article

Cite This Article

支永坤, 刘欢, 代永强. 改进的哈里斯鹰算法求解农产品供应链调度 [J]. 计算机应用研究, 2023, 40 (2): 413-417,449. (Zhi Yongkun, Liu Huan, Dai Yongqiang. Improved Harris hawks algorithm for agricultural supply chain scheduling [J]. Application Research of Computers, 2023, 40 (2): 413-417,449. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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