Mathematical Methods Applied in Software Engineering

A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "E1: Mathematics and Computer Science".

Deadline for manuscript submissions: 15 May 2026 | Viewed by 41

Special Issue Editors


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Guest Editor
School of Computer Science and Technology, Beijing Jiaotong University, Beijing 100044, China
Interests: machine learning and cognitive computing; artificial intelligence and applications; computer technology; software engineering AI; network and information security; big data technology and engineering

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Guest Editor
Faculty of Computing, Harbin Institute of Technology, Harbin 150001, China
Interests: data stream learning; verification latency; class imbalance learning; label noise; ensemble learning; unsupervised learning and Bayesian regression with small data

Special Issue Information

Dear Colleagues,

Software engineering is a rapidly evolving field that demands rigorous methods to ensure the reliability, correctness, and efficiency of software systems. In this context, mathematical methods play a vital role by providing formal foundations, methodologies, and tools for modeling, specification, verification, and optimization of software and its development processes.

This Special Issue aims to highlight the significance of mathematical approaches in addressing the increasing complexity of modern software systems. Potential topics of interest include, but are not limited to, formal methods, logic-based reasoning, algebraic and categorical models, graph theory applications, model checking, and probabilistic methods in software reliability, prediction, and explanation.

By promoting the integration of mathematics into software engineering practices, this Special Issue provides a platform for interdisciplinary research that bridges theory and practice. We invite contributions that demonstrate how mathematical rigor can lead to more robust, maintainable, and verifiable software systems, and how these methods can be effectively applied in real-world software development challenges.

Dr. Yingjun Zhang
Dr. Liyan Song
Guest Editors

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Keywords

  • formal methods
  • software prediction
  • software verification
  • mathematical modeling
  • model checking
  • logic in software engineering

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Published Papers

This special issue is now open for submission.
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