Advanced Algorithms for Intelligent Decision-Making in Complex Systems
A special issue of Algorithms (ISSN 1999-4893). This special issue belongs to the section "Algorithms for Multidisciplinary Applications".
Deadline for manuscript submissions: 1 May 2027 | Viewed by 233
Editor
Interests: optimization; machine learning algorithms for service system
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Complex systems—spanning engineering equipment reliability, intelligent transportation networks, and educational platforms—present increasingly sophisticated decision-making challenges that classical methods struggle to address. Despite their diversity, these domains share a common need for advanced algorithms capable of handling uncertainty, high dimensionality, dynamic environments, and large-scale optimization.
Recent advances in reinforcement learning, Markov decision processes, probabilistic graphical models, and combinatorial optimization have opened new pathways for tackling such challenges. However, bridging the gap between algorithmic theory and real-world deployment remains a critical open problem, particularly as systems grow more interconnected, data-rich, and autonomous.
This Special Issue invites original research articles and reviews that propose, analyze, or evaluate advanced algorithms for intelligent decision-making in complex systems. Contributions addressing novel algorithm design, theoretical guarantees, computational efficiency, and practical validation across diverse application domains are particularly encouraged.
I look forward to receiving your contributions.
Dr. Tao Wang
Guest Editor
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 250 words) can be sent to the Editorial Office for assessment.
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-anonymized peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Algorithms is an international peer-reviewed open access monthly 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 1800 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
- intelligent decision-making
- complex systems
- algorithm design
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