Algorithm Research & Explore
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2690-2695,2700

Location-routing problem with simultaneous pickup and delivery and hybrid immune algorithm

Liu Dong
Zhang Huizhen
Zhang Li
Business School, University of Shanghai for Science & Technology, Shanghai 200093, China

Abstract

In the simultaneous pickup and delivery problem, every customer has both delivery demand and pick-up demand, and both demands need to be served simultaneously. Under this condition, this paper established a location-routing problem with simultaneous pickup and delivery model to minimize the sum of location cost, routing cost and transportation cost. For solving this model, this paper developed a HIA. It generated the initial solution by greedy clustering algorithm, and evaluated and sorted the antibody by the original immune algorithm. And it improved the immune operation of the original algorithm by the neighborhood search operation. Finally, this paper verified the feasibility of the model and the effectiveness of the algorithm by using the HIA, the original immune algorithm, the simulated annealing algorithm and the ant colony algorithm.

Foundation Support

国家自然科学基金资助项目(71401106)
国家教育部人文社会科学基金资助项目(16YJA630037,19YJAZH064)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.02.0022
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 9
Section: Algorithm Research & Explore
Pages: 2690-2695,2700
Serial Number: 1001-3695(2021)09-023-2690-06

Publish History

[2021-09-05] Printed Article

Cite This Article

刘冬, 张惠珍, 张莉. 同时送取货选址路径问题及混合免疫算法 [J]. 计算机应用研究, 2021, 38 (9): 2690-2695,2700. (Liu Dong, Zhang Huizhen, Zhang Li. Location-routing problem with simultaneous pickup and delivery and hybrid immune algorithm [J]. Application Research of Computers, 2021, 38 (9): 2690-2695,2700. )

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.

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