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App. Res. of Comp. Accepted Paper
Vol. 42, 2025 No. 6

Approximate ripple spreading algorithm based on terminal strategy

Wang Ruixiang1
Zhang Yingfei2
Li Hang2
Hu Xiaobing2
1. Sino-European Institute of Aviation Engineering, Civil Aviation University of China, Dongli Tianjin 300300, China
2. College of Safety Science & Engineering, Civil Aviation University of China, Dongli Tianjin 300300, China
DOI: 10.19734/j.issn.1001-3695.2024.11.0472

Abstract

This paper proposes an improved algorithm to enhance the efficiency and adaptability of solving the k-shortest path problem (k-SPP) in complex network environments. The algorithm optimizes the original Ripple Spreading Algorithm (RSA) by limiting the number of ripples generated by each node, which increases computational efficiency and forms the Approximate Ripple Spreading Algorithm (ARSA) . A terminal strategy HT, is introduced by layering nodes and setting different ripple limits to balance optimality and computational efficiency. The strategy's adaptability is further enhanced by utilizing a Fuzzy Inference System (FIS) , which dynamically adjusts the HT strategy based on network characteristics. Simulation experiments conducted on grid, random, small-world, and scale-free networks show that the HT strategy significantly improves ARSA's performance, while the FIS enables rapid configuration of the HT strategy. Experimental results indicate that the proposed algorithm achieves high efficiency and reliability in solving k-SPP, providing a novel approach to path planning in complex network environments.

Foundation Support

国家重点研发计划项目课题(2023YFB4302901)
天津市自然科学基金多元投入青年项目(23JCQNJC00230)
中央高校基本科研业务费专项资金资助项目(3122023034)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.11.0472
Publish at: Application Research of Computers Accepted Paper, Vol. 42, 2025 No. 6

Publish History

[2025-03-10] Accepted Paper

Cite This Article

王瑞祥, 张盈斐, 李航, 等. 一种基于终端策略的近似涟漪扩散算法 [J]. 计算机应用研究, 2025, 42 (6). (2025-03-10). https://doi.org/10.19734/j.issn.1001-3695.2024.11.0472. (Wang Ruixiang, Zhang Yingfei, Li Hang, et al. Approximate ripple spreading algorithm based on terminal strategy [J]. Application Research of Computers, 2025, 42 (6). (2025-03-10). https://doi.org/10.19734/j.issn.1001-3695.2024.11.0472. )

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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