Mathematics of Computer Networking in Real-World Applications

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computer Science".

Deadline for manuscript submissions: 31 January 2025 | Viewed by 135

Special Issue Editors


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Guest Editor
School of Computer Science and Technology, Xinjiang University, Urumqi 830046, China
Interests: convolutional neural network; deep learning; signature verification; neural network; attention mechanism; biometric identification; biometric technologies; convolutional network; deep convolutional neural network; feature extraction network; feature maps; feature representation; global features; network model

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Guest Editor
College of Computer Science, Sichuan University, Chengdu 610065, China
Interests: biometrics; computer vision; 3D reconstruction; re-identification; object detection and recognition; fine-grained image classification
Special Issues, Collections and Topics in MDPI journals

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Guest Editor
Department of Electronic Engineering, Tsinghua University, Beijing 100084 , China
Interests: image processing; remote sensing and gis; operating systems; embedded systems

Special Issue Information

Dear Colleagues, 

Mathematics is central to researching multi-agent cooperation, game, planning, hunting, and reinforcement learning. Current research focuses on high-dimensional data processing, response to unstable environments, game strategy optimization, distributed decision-making mechanisms, dynamic path planning, and efficient reinforcement learning algorithms. Mathematical theories and methods provide key tools for solving complex multi-agent problems. This topic welcomes original research and review articles on mathematical modeling in network computing and applications.

The topics of interest include but are not limited to the following areas:

  • Multi-agent cooperation;
  • Game theory;
  • Path planning;
  • Round up strategy;
  • Security of computer networking;
  • Abnormality detection in computer networking;
  • Reinforcement learning;
  • Mathematical optimization;
  • Mathematical modeling of future communication and networks;
  • Mathematical Modeling of the Integrated Network of Heaven, Earth, and Space;
  • The Application of Machine Learning in Communication and Networks;
  • The Application of Artificial Intelligence in Communication and Networks;
  • The application of the Internet of Things in communication and networking;
  • The application of blockchain in communication and networks.

Prof. Dr. Kurban Ubul
Prof. Dr. Qijun Zhao
Dr. Hongbing Ma
Guest Editors

Manuscript Submission Information

Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.

Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Mathematics is an international peer-reviewed open access semimonthly journal published by MDPI.

Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2600 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.

Keywords

  • multi-agent cooperation
  • game theory
  • path planning
  • round up strategy
  • security of computer networking
  • abnormality detection in computer networking
  • reinforcement learning
  • mathematical optimization

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Published Papers

This special issue is now open for submission.
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