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Mathematics publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Advances in Scalability of Queueing Models for Large-Scale Complex Systems

edited by

Attahiru Alfa

and

Haitham Abu Ghazaleh

submission deadline 30 Jun 2027 | 1 articles | Viewed by 1510 | Submission Open

Keywords: queueing models; large-scale systems; complex networks; scalable models

(This special issue belongs to the Section D1: Probability and Statistics)

Evolutionary Algorithms and Mathematical Optimization with Applications

edited by

Rui Wang

and

Shi Cheng

submission deadline 30 Jun 2027 | 1 articles | Viewed by 1023 | Submission Open

Keywords: evolutionary computation; mathematical optimization; multi/many-objective optimization; decision making; combinatorial optimization; metaheuristics; data-driven optimization

(This special issue belongs to the Section E: Applied Mathematics)

New Advances in Statistical Machine Learning

edited by Haiyan Wang and

Venkat N. Gudivada

submission deadline 30 Jun 2027 | Viewed by 804 | Submission Open

Keywords: machine learning; data mining; advances in clustering, classification, regression, and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image, text, or other complex data

(This special issue belongs to the Section D1: Probability and Statistics)

Computational and Mathematical Methods in Information Science and Engineering, 3rd Edition

edited by

and

submission deadline 30 Jun 2027 | Viewed by 509 | Submission Open

Keywords: computational intelligence; mathematical modeling; high-dimensional data analytics; explainable AI; statistical learning physics-informed neural networks text/document analysis; optimization; complex networks; social network; software defects detection; information theory; information security and cryptography; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent tourism

(This special issue belongs to the Section E: Applied Mathematics)

Game and Decision Theory Applied to Business, Economy and Finance, 2nd Edition

edited by

Ivan Arraut

submission deadline 30 Jun 2027 | Viewed by 507 | Submission Open

Keywords: game theory; decision making; rationality; mathematical modeling optimization; optimal control; machine learning

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Theories and Methods of Machine Learning

edited by

Keqin Liu

submission deadline 30 Jun 2027 | Viewed by 446 | Submission Open

Keywords: algebra and topology in deep learning; functional analysis and dynamic programming in reinforcement learning; statistical learning; online learning; neural network optimization; mathematical modelling and algorithm design; game theory; large deviation theory for performance characterizations; statistical methods and risk analysis; inverse problems

(This special issue belongs to the Section E: Applied Mathematics)

Connections Between Operational Research and Decision Processes

edited by

Violeta Šniokienė

and

Zenonas Turskis

submission deadline 30 Jun 2027 | Viewed by 427 | Submission Open

Keywords: operational research; decision processes; multi-criteria decision analysis; game theory; fuzzy and stochastic models

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Applications of Statistical Methods in Operations Research

edited by Elena Almaraz Luengo

submission deadline 30 Jun 2027 | Viewed by 355 | Submission Open

Keywords: probability; statistics; operations research; security; statistical methods; causal inference; missing data; order statistics; encryption and encoding

(This special issue belongs to the Section D: Statistics and Operational Research)

Classical and Intelligent Approaches for the Optimization, Control, and Modeling of Dynamic Systems

edited by

Omar Rodríguez-Abreo

submission deadline 30 Jun 2027 | Viewed by 318 | Submission Open

Keywords: machine learning in engineering; classical optimization techniques; optimal control and decision making; data-driven and physics-informed modeling; intelligent engineering systems; evolutionary and metaheuristic algorithms; reinforcement learning for autonomous systems; robotics and mechatronics optimization; intelligent monitoring and predictive maintenance; computational intelligence in industrial applications

(This special issue belongs to the Section C2: Dynamical Systems)

Optimization and Control of Multi-Agent Systems: Theory and Applications

edited by

Chathura Wanigasekara

submission deadline 30 Jun 2027 | Viewed by 105 | Submission Open

Keywords: multi-agent systems; distributed control; distributed optimization; cooperative control; consensus algorithms; networked systems; graph theory; dynamical systems; decentralized decision-making; game theory; swarm intelligence; autonomous systems; formation control; stability analysis; robust control; adaptive control; optimization algorithms; cyber-physical systems

(This special issue belongs to the Section E: Applied Mathematics)

Advances in Nonlinear Systems: Modeling, Simulation, and Computation

edited by Eric W. Weisel, C. Donald Combs and

Andreas Tolk

submission deadline 30 Jun 2027 | Viewed by 67 | Submission Open

Keywords: modeling and analysis of nonlinear systems; numerical methods and computational techniques; medical and healthcare simulation applications; cross-domain and methodological contributions

(This special issue belongs to the Section E: Applied Mathematics)

Applications of Novel Statistical Methods and Machine Learning

edited by

Xuekui Zhang

and

Yue Zhang

submission deadline 30 Jun 2027 | Viewed by 42 | Submission Open

Keywords: statistical learning; machine learning; high-dimensional statistics; large-sample inference; multiple testing; statistical calibration; uncertainty quantification; scalable algorithms; trustworthy artificial intelligence; reproducible research

(This special issue belongs to the Section D1: Probability and Statistics)

Mathematical Models, Algorithms and Optimization for Artificial Intelligence and Intelligent Information Systems

edited by Tammar Shrot and Lior Aronshtam

submission deadline 30 Jun 2027 | Viewed by 41 | Submission Open

Keywords: artificial intelligence; intelligent information systems; mathematical modeling; algorithms; optimization; operations research; graph theory; computational intelligence; machine learning; decision support systems; multi-agent systems; explainable AI; intelligent transportation systems; computational social choice; blockchain

(This special issue belongs to the Section E: Applied Mathematics)

Emerging Artificial Intelligence for Industrial Applications

edited by Jinwoo Song

submission deadline 30 Jun 2027 | Viewed by 40 | Submission Open

Keywords: artificial intelligence; industrial AI; machine learning; deep learning; generative AI; large language models; AI agents; physical AI; prognostics and health management; physics-informed AI

(This special issue belongs to the Section E: Applied Mathematics)

Intelligent Optimization for Communication, Computing, and Networked Systems

edited by

Li Zhou

submission deadline 30 Jun 2027 | Viewed by 33 | Submission Open

Keywords: intelligent optimization; intelligent communication and networked systems; edge/cloud computing; hardware accelerators; learning-based optimization; resource allocation and scheduling; hardware–software co-design

(This special issue belongs to the Section E: Applied Mathematics)

Functional Data Analysis: From Statistical Methods to Modern Machine Learning

edited by

Bo Wang

submission deadline 30 Jun 2027 | Viewed by 25 | Submission Open

Keywords: functional data analysis; statistical modelling; machine learning; statistical learning; functional time series; deep learning

(This special issue belongs to the Section D1: Probability and Statistics)

Computational Methods and Applications in Signal Processing

edited by Gonzalo Duchen,

Juan Carlos Sanchez-Garcia

and

Mariko Nakano-Miyatake

submission deadline 30 Jun 2027 | Viewed by 22 | Submission Open

Keywords: signal processing architectures for DSP; FPGA; optimal algorithms; signal processing applications; security; voice, image and video processing

(This special issue belongs to the Section E: Applied Mathematics)

Combinatorics and Graph Theory: Advances and Applications

edited by

Simon Brezovnik

submission deadline 30 Jun 2027 | Viewed by 18 | Submission Open

Keywords: combinatorics; graph theory; domination in graphs; domination parameters; domination polynomials; locating-dominating sets; graph products; structural graph theory; extremal graph theory; graph invariants; chemical graph theory; molecular graphs; topological indices; molecular descriptors; spectral graph theory; graph algorithms; computational complexity; combinatorial optimization; QSPR/QSAR

(This special issue belongs to the Section B: Geometry and Topology)

Deep Neural Network Approximation Theory for Stochastic Dynamics

edited by Diyora Salimova

submission deadline 30 Jun 2027 | Viewed by 15 | Submission Open

Keywords: deep neural networks; approximation theory; stochastic dynamics; stochastic differential equations; stochastic partial differential equations; high-dimensional approximation; neural operators; error analysis; stochastic control; uncertainty quantification

(This special issue belongs to the Section C2: Dynamical Systems)

Advances in Operator Algebras and Functional Analysis

edited by Stefan Ivković

submission deadline 30 Jun 2027 | Viewed by 15 | Submission Open

Keywords: operator algebras; Fredholm theory and spectral theory; representation theory; noncommutative integration; Hilbert and Banach C*-modules

(This special issue belongs to the Section A: Algebra and Logic)

Applied Mathematics in Electrical Engineering

edited by

Mislav Trbušić

and

Marko Jesenik

submission deadline 30 Jun 2027 | Viewed by 9 | Submission Open

Keywords: electric motors; generators; transformers; shunt reactors; high voltage cables; actuators; grounding systems; magnetic measurements; eddy currents; thermal computations; surge wave distribution; finite element method (FEM); boundary element method (BEM); hybrid numerical schemes and multi-physics coupling; heuristic and deterministic optimization algorithms; multi-objective design optimization; inverse problem formulations; surrogate modeling; transient analysis; electric breakdown phenomena modeling; insulation aging prediction models; advanced diagnostic modeling; advanced mathematical formulations for non-linear hysteresis; core loss prediction algorithms

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical Methods and Models in Applied Informatics

edited by

Hector Florez

submission deadline 30 Jun 2027 | Viewed by 8 | Submission Open

Keywords: artificial intelligence; business analytics; data analysis; decision systems; high-performance computing; learning management systems; machine learning; natural language processing; robotic autonomy

(This special issue belongs to the Section E: Applied Mathematics)

Advances in Artificial Intelligence: Models, Optimization, and Machine Learning, 4th Edition

edited by

Florin Leon

and

Marius Gavrilescu

submission deadline 30 Jun 2027 | Viewed by 3 | Submission Open

Keywords: deep learning; machine learning; generative AI; reasoning models; LLM agents; reinforcement learning; optimization algorithms; explainable AI; multimodal learning; autonomous driving; probabilistic models

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Soft Computing and Fuzzy Mathematics: New Advances and Applications, 2nd Edition

edited by Nebojša Ralević

submission deadline 30 Jun 2027 | Submission Open

Keywords: fuzzy metric and topological spaces; fixed point theory; image analysis and digital and computational geometry and topology; fuzzy and crisp shape recognition and analysis; uncertainty in geometries

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Advances in Group Theory and Algebraic Structures

edited by

Teerapong Suksumran

submission deadline 15 Jul 2027 | Viewed by 82 | Submission Open

Keywords: group theory; nonassociative algebra; algebraic structures; gyrogroups; loops; quasigroups; group-like structures; finite groups; infinite groups; group actions; representation theory; automorphisms; group extensions; quotient structures; Cayley graphs; algebraic graph theory; combinatorial group theory; geometric group theory; topological groups; topological gyrogroups; computational algebra; application of algebraic structures

(This special issue belongs to the Section A: Algebra and Logic)

Advances in Fuzzy Logic and Artificial Neural Networks, 2nd Edition

edited by

Francisco Rodrigues Lima-Junior

submission deadline 31 Jul 2027 | 5 articles | Viewed by 4816 | Submission Open

Keywords: fuzzy set theory and extensions; neural networks and extensions; neuro-fuzzy systems; deep neural networks; learning algorithms; comparative studies; theoretical reviews; engineering and scientific applications; operations research

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Fuzzy Sets and Fuzzy Systems, 2nd Edition

edited by

Dipak Kumar Jana

and

Petr Dostál

submission deadline 31 Jul 2027 | 1 articles | Viewed by 2097 | Submission Open

Keywords: fuzzy set; optimization; computational economics; soft computing; fuzzy expert systems; ANN; RSM

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Mathematical Modelling of Epidemic Dynamics and Control

edited by Liang Zhang

submission deadline 31 Jul 2027 | 2 articles | Viewed by 1412 | Submission Open

Keywords: epidemic modelling; infectious disease dynamics; optimal control

(This special issue belongs to the Section C2: Dynamical Systems)

Numerical Analysis and Optimization: Theory and Applications

edited by

Milena J. Petrović

submission deadline 24 Dec 2027 | Viewed by 24 | Submission Open

Keywords: constrained and unconstrained optimization; nonlinear optimization; global optimization; stochastic optimization; numerical simulation; iterative processes; accelerated hybrid methods; gradient descent methods; derivative-free methods; gradient neural network; Zhang neural network; line search; matrix equations; nonlinear system of equations; convergence rate

(This special issue belongs to the Section E: Applied Mathematics)

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