App. Res. of Comp. Accepted Paper
Vol. 41, 2024 No. 10

Automatic layout of interior space based on improved mh algorithm

Cao Lia,b
Cheng Xianga
Zhang Zhana
Hefei University of Technology a. School of Computer & Information(Artificial Intelligence College), b. Engineering Research Center of the Ministry of Education for Safety Critical Industrial Measurement & Control Technology, Hefei 230009, China
DOI: 10.19734/j.issn.1001-3695.2024.01.0023

Abstract

To generate spatial layouts for spaces with public service functions such as cultural and exhibition halls, urban reading spaces, supermarkets, etc. , a spatial layout expression method is proposed. To address the expressive requirements of diverse spatial layouts, the method records layout information in a hierarchical graph structure. Subsequently, it populates the appropriate layout objects as the initial state according to the graph structure. By employing a spatial layout energy function and movement strategies, the Metropolis-Hastings algorithm is introduced for optimization, resulting in suitable layout schemes. The effectiveness of the method is demonstrated through testing across various application scenarios, validating its performance. Following principles of public space design, safety evaluation indicators are proposed to compare the performance of different methods. The results indicate that the proposed method exhibits better performance in layout efficiency and computational effectiveness, making it applicable to various types of public space layouts.

Foundation Support

国家自然科学基金资助项目(61602146)
安徽省重点研究与开发项目(202104e11020006)
青海省科技转化项目(2022-QY-203)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2024.01.0023
Publish at: Application Research of Computers Accepted Paper, Vol. 41, 2024 No. 10

Publish History

[2024-04-19] Accepted Paper

Cite This Article

曹力, 程翔, 张展. 基于改进MH算法的室内空间自动布局 [J]. 计算机应用研究, 2024, 41 (10). (2024-07-12). https://doi.org/10.19734/j.issn.1001-3695.2024.01.0023. (Cao Li, Cheng Xiang, Zhang Zhan. Automatic layout of interior space based on improved mh algorithm [J]. Application Research of Computers, 2024, 41 (10). (2024-07-12). https://doi.org/10.19734/j.issn.1001-3695.2024.01.0023. )

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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