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Algorithm Research & Explore
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828-832

Modeling and I-NSGA-Ⅲ solving of echelon usage of dual-life equipment without replacement

Miao Qinglin
Zhang Xiaofeng
Qin Pisheng
Liu Xianguang
Cao Xinxiang
College of Equipment Management & UAV Engineering, Air Force Engineering University, Xi'an 710051, China

Abstract

This paper studied the equipment echelon usage problem measured by two life indicators and one of which was uncontrollable. It constructed the decision-making model of equipment echelon usage problem and used the improved reference point based fast non-dominated sorting genetic algorithm to maximize the echelon uniformity index, life matching index and life utilization index. According to the characteristics of the problem, the method used the improved segmented coding method and corresponding operators. The repeated individual control mechanism improved the population diversity. When the scale of the problem is large, this method can search a larger range in a shorter time, which verifies the feasibility of this method.

Publish Information

DOI: 10.19734/j.issn.1001-3695.2022.07.0368
Publish at: Application Research of Computers Printed Article, Vol. 40, 2023 No. 3
Section: Algorithm Research & Explore
Pages: 828-832
Serial Number: 1001-3695(2023)03-030-0828-05

Publish History

[2022-10-14] Accepted Paper
[2023-03-05] Printed Article

Cite This Article

苗青林, 张晓丰, 秦丕胜, 等. 无更换条件下双寿命装备梯次使用问题建模及I-NSGA-Ⅲ求解 [J]. 计算机应用研究, 2023, 40 (3): 828-832. (Miao Qinglin, Zhang Xiaofeng, Qin Pisheng, et al. Modeling and I-NSGA-Ⅲ solving of echelon usage of dual-life equipment without replacement [J]. Application Research of Computers, 2023, 40 (3): 828-832. )

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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