Computational Intelligence Methods for Difficult Problems
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Mathematics and Computer Science".
Deadline for manuscript submissions: 30 June 2025 | Viewed by 55
Special Issue Editor
Interests: artificial intelligence
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
By integrating mathematical concepts, computational intelligence exploits the power of rigorous analytical frameworks to design, analyze, and improve algorithms and models, leading to more robust, efficient, and interpretable systems. Set theory, graph theory, and logics offer formalism foundations for knowledge representations and database theories. Statistical and probabilistic methods are fundamental in machine learning and reasoning under uncertainty. Convex optimization and numerical analysis support resource allocation problems and computational simulations. Algorithm design, data compression, and decision trees rely on entropy measures and information theory. Modelling and simulations are developed on differential equations and dynamical systems.
This Special Issue’s goal is to gather papers which propose robust and adaptive methodologies for treating complex problems, at both theoretical and practical levels.
Dr. Gloria Cerasela Crisan
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at mdpi.longhoe.net 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
- neural networks
- fuzzy systems, evolutionary computation
- swarm intelligence
- hybrid systems
- pattern recognition
- data mining
- knowledge discovery
- heuristics
