Algorithm Research & Explore
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App. Res. of Comp. Printed Article
Vol. 39, 2022 No. 5
1343-1348

Preferred semantics extension algorithm based on dynamic programming

Xiong Caiquan
Zong Zehua
Wu Xinyun
School of Computer Science, Hubei University of Technology, Wuhan 430068, China
DOI: 10.19734/j.issn.1001-3695.2021.10.0459

Abstract

The preferred semantics in the abstract argumentation framework is the most important semantics for judging the acceptability of arguments. The existing preferred expansion solving methods mostly use marker mapping to solve, which depends on the definition of markers, conversion rules, and the markers of adjacent arguments. Each iteration of the algorithm will generate a new abstract argumentation framework, resulting in high time and space complexity. This paper proposed preferred expansion algorithm based on dynamic programming, and added the judgment of the acceptability of arguments to the dynamic pro-gramming, and obtained the maximum admissible set in the argumentation framework by preferred expansion. This paper conducted experiments based on the random abstract argumentation framework and the data set provided by ICCMA, and compared the proposed algorithm with algorithms such as Heureka and ArgSemSAT. The results show that, to solve the same number of preferred expansions, the algorithm consumes less time and reduces the time and space complexity.

Foundation Support

国家自然科学基金资助项目(61075059,61902116)
国家重点研发计划资助项目(2017YFC1405403)
湖北工业大学绿色工业科技引领计划资助项目(CPYF2017008)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.10.0459
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 5
Section: Algorithm Research & Explore
Pages: 1343-1348
Serial Number: 1001-3695(2022)05-010-1343-06

Publish History

[2021-12-24] Accepted Paper
[2022-05-05] Printed Article

Cite This Article

熊才权, 宗泽华, 吴歆韵. 基于动态规划的优先语义扩充求解算法 [J]. 计算机应用研究, 2022, 39 (5): 1343-1348. (Xiong Caiquan, Zong Zehua, Wu Xinyun. Preferred semantics extension algorithm based on dynamic programming [J]. Application Research of Computers, 2022, 39 (5): 1343-1348. )

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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