Soft Computing Techniques and Mathematical Modelling for Complex Dynamic Systems
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Fuzzy Sets, Systems and Decision Making".
Deadline for manuscript submissions: 17 March 2025 | Viewed by 7866
Special Issue Editors
Interests: dynamical system; network theory; algorithmic information theory; machine learning; fuzzy logic; precision medicine; computational pharmacology; algorithmic information dynamics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Many real-world observations are outputs of complex dynamic systems. The prediction and/or control of the future state of these systems are needed for various reasons. It is difficult to carry out comprehensive studies of such systems. Quite often, solutions to these problems are impossible to achieve without the use of soft computing and mathematical modelling techniques. Soft computing techniques that involve neural networks, evolutionary algorithms, fuzzy logic, and other natural computing algorithms are state-of-the-art methods used to solve complex problems such as recognition, classification, optimization, identification, and simulation. This Special Issue welcomes original research papers that focus on such methods and expand ground-breaking aspects of soft computing and mathematical modeling with novel methods and theories, as well as those that cover innovative and successful applications of dynamic systems for fronting real-world problems. Physics-inspired soft computing approaches and applications in biology and medicine are especially welcome.
Dr. Narsis Aftab Kiani
Prof. Dr. Tofigh Allahviranloo
Guest Editors
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Keywords
- fuzzy-set- and logic-based methods for dynamic systems
- mathematical modelling of biological systems
- data-driven discovery of systems’ governing equations
- deep learning applications in dynamic systems
- stability analysis and control of biological systems
- evolutionary algorithms
- swarm intelligent algorithms
- other natural computing algorithms
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