Special Issues

Algorithms 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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Advanced Artificial Intelligence/Machine Learning Techniques for Safe Operation and Control in Power and Sustainable Energy Systems: 2nd Edition
edited by , Xuan Zhou, and
submission deadline 20 Mar 2026 | Viewed by 245 | Submission Open
Keywords: the applications of advanced machine learning in sustainable energy systems; energy management systems; microgrids; power system operation and control; reinforcement learning
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Multi-Objective and Multi-Level Optimization: Algorithms and Applications (2nd Edition) submission deadline 31 Mar 2026 | 8 articles | Viewed by 6971 | Submission Open
Keywords: multi-objective optimization; multi-level optimization; decision-making
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Algorithms for Dynamical Systems and Differential Equations: Theory, Computation Innovations and Applications
edited by Adil Jhangeer
submission deadline 31 Mar 2026 | 3 articles | Viewed by 3742 | Submission Open
Keywords: dynamical systems; differential equations (DEs); numerical methods; analytical solutions; iterative algorithms; optimization algorithms; bifurcation and stability analysis; high-performance simulations; chaos and bifurcation algorithms; symbolic computation for DEs; fractional and stochastic DEs
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Optimization in Renewable Energy Systems (2nd Edition) submission deadline 31 Mar 2026 | 1 articles | Viewed by 1466 | Submission Open
Keywords: renewable energy; virtual power plants; algorithm engineering; approximation algorithms; iterative methods and algorithms; performance and testing of algorithms; optimization; operational research; machine learning; mathematical programming; combinatorial optimization; discrete mathematics and graph theory; metaheuristics and matheuristics; modelling; networks; communication and data networks; uncertainty data; production planning; scheduling; transport; timetabling
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI-Driven Business Analytics Revolution
edited by
submission deadline 31 Mar 2026 | 1 articles | Viewed by 727 | Submission Open
Keywords: AI-driven analytics; business intelligence; machine learning algorithms; deep learning for business; generative AI applications; predictive analytics; prescriptive decision-making; reinforcement learning; explainable AI; digital transformation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Bayesian Machine Learning for Ecological and Environmental Applications submission deadline 31 Mar 2026 | Viewed by 489 | Submission Open
Keywords: Bayesian machine learning; ecological modeling; environmental applications; probabilistic inference; uncertainty quantification; spatial modeling; biodiversity analysis; climate impact assessment; data assimilation; conservation science
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Learning to Optimize, Optimizing to Learn: New Developments in Machine Learning and Optimization Integration
edited by and
submission deadline 31 Mar 2026 | Viewed by 327 | Submission Open
Keywords: machine learning; decision-making; combinatorial optimization; reinforcement learning; surrogate models; complex systems
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Advances in Machine Learning and Data Mining Algorithms for Blockchain Technology submission deadline 31 Mar 2026 | Viewed by 296 | Submission Open
Keywords: machine learning; data mining; blockchain technology
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Algorithms for Scalable and Efficient Large Language Models
edited by Ishaani Priyadarshini
submission deadline 31 Mar 2026 | Viewed by 273 | Submission Open
Keywords: optimization methods; scalable algorithms; transformer architectures; model compression; distributed computing; federated learning; explainability; fairness; robustness; large language models; AI ethics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning Algorithms for Image Understanding and Analysis (2nd Edition)
edited by
submission deadline 31 Mar 2026 | Viewed by 256 | Submission Open
Keywords: machine learning algorithms; deep learning algorithms; re-identification; pattern recognition
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Computer Vision: Emerging Trends and Applications
edited by and Samee Ullah Khan
submission deadline 30 Apr 2026 | 4 articles | Viewed by 14054 | Submission Open
Keywords: computer vision; activity recognition; intelligent surveillance systems; behavior analysis; person re-identification; object detection
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence in Modeling and Simulation (2nd Edition)
edited by and
submission deadline 30 Apr 2026 | 7 articles | Viewed by 14051 | Submission Open
Keywords: modeling and simulation; artificial intelligence; machine learning; verification and validation; metamodeling
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms in Multi-Sensor Imaging and Fusion
edited by and
submission deadline 30 Apr 2026 | 2 articles | Viewed by 6815 | Submission Open
Keywords: multi-sensor fusion; image processing; multi-sensor image segmentation; machine/deep learning; performance evaluation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Advances in Parallel and Distributed AI Computing
edited by Stefan Bosse
submission deadline 30 Apr 2026 | 2 articles | Viewed by 2920 | Submission Open
Keywords: self-* capabilities; multi-agent systems; internet of things; tiny ML; distributed ML; distributed sensor networks (DSNs)
(This special issue belongs to the Section Parallel and Distributed Algorithms)
Dynamic System Modelling from Data: Emerging Algorithms and Applications: 2nd Edition
edited by , Jing Chen and Ya Gu
submission deadline 30 Apr 2026 | 2 articles | Viewed by 2525 | Submission Open
Keywords: dynamic system modelling; data-driven identification; intelligent algorithms; applications
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning Techniques for Brain Data Analysis Using EEG, EMG or Image Data submission deadline 30 Apr 2026 | 2 articles | Viewed by 2064 | Submission Open
Keywords: electroencephalogram (EEG); electromyography (EMG); magnetic resonance imaging (MRI); computed tomography scan (CT Scan); brain tumors and lesions; Alzheimer’ s and dementia prediction; stroke detection and prognosis
Advancements in Wireless Sensor Networks: Innovations in Algorithms and Applications submission deadline 30 Apr 2026 | 1 articles | Viewed by 1869 | Submission Open
Keywords: energy efficient routing in WSNs; coverage maximization in WSNs; energy sustainability in WSNs; optimization algorithms for WSNs; energy harvesting /energy transfer methods in WSNs; data analytics in WSNs; artificial Intelligence/computational intelligence for WSNs; cloud computing; edge computing; and fog computing for WSNs; sensing technologies and systems for wearables and implants; 5G communication networks and mobile networks for WSNs; environmental applications of WSNs; applications of WSNs in flora and fauna; applications of WSNs in Industry 4.0; applications of WSNs in healthcare; military applications of WSNs; WSNs for smart home/smart cities
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Energy-Efficient Algorithms for Large-Scale Wireless Sensor Networks
edited by and
submission deadline 30 Apr 2026 | 1 articles | Viewed by 1470 | Submission Open
Keywords: wireless sensor networks; wireless charging algorithm design for large-scale wireless sensor networks; energy-efficient algorithms and theories for large-scale wireless sensor networks; energy-efficient data structures for large-scale wireless sensor networks; energy-efficient protocols for large-scale wireless sensor networks; mathematical models for energy consumption for large-scale wireless sensor networks; energy optimization problems for large-scale wireless sensor networks; performance evaluations for large-scale wireless sensor networks; wireless charging system designs for large-scale wireless sensor networks; simulations for large-scale wireless sensor networks
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning Algorithms for Signal Processing
edited by
submission deadline 30 Apr 2026 | 1 articles | Viewed by 1037 | Submission Open
Keywords: machine learning; signal processing; signal analysis; image processing; speech processing; data analytics; noise reduction; filtering; pattern recognition; anomaly detection
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Advances in Deep Learning-Based Data Analysis
edited by and Xing Tang
submission deadline 30 Apr 2026 | 1 articles | Viewed by 1024 | Submission Open
Keywords: computer vision; data generation; anomaly detection; temporal data analysis
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms for Smart Cities (3rd Edition) submission deadline 30 Apr 2026 | 1 articles | Viewed by 768 | Submission Open
Keywords: artificial intelligence; city logistics; data analytics; e-governance; e-health; image recognition; internet of things; optimization methods; recommender systems; artificial neural networks algorithms; machine learning algorithms for intelligent software development; remote sensing; transportation networks; smart government; smart education; smart electronics; smart offices
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Optimizing Logistics Activities: Models and Applications
edited by Antonio Maria Coruzzolo and
submission deadline 30 Apr 2026 | 1 articles | Viewed by 200 | Submission Open
Keywords: supply chains; logistics; data-driven optimization; simulation-based optimization; heuristic and metaheuristic; hybrid decision-support
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Algorithmic Approaches and Artificial Intelligence in Photovoltaic Systems
edited by Simon Foo
submission deadline 30 Apr 2026 | Viewed by 146 | Submission Open
Keywords: photovoltaic systems; machine learning; deep learning; swarm intelligence optimization; fault detection; explainable and interpretable AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Bio-Inspired Algorithms: 2nd Edition submission deadline 30 May 2026 | 5 articles | Viewed by 6021 | Submission Open
Keywords: design and analysis of bio-inspired methods; application of bio-inspired methods; limitations of bio-inspired methods; ant colony optimization; particle swarm optimization; firefly algorithm; fireworks algorithm; bees algorithm; evolutionary algorithms; neural networks; deep learning; soft computing methods; nature-inspired heuristics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Modern Algorithms for Image Processing and Computer Vision
edited by
submission deadline 30 May 2026 | 2 articles | Viewed by 4071 | Submission Open
Keywords: image processing; computer vision; image fusion; vision algorithms; deep learning; stereo vision; activity recognition; image/video analysis; image encryption algorithms; computational photography; vision hardware/software; monitoring and surveillance; biometrics; robotics; augmented reality
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Evolution of Algorithms in the Era of Generative AI
edited by , , and Michele Marchetti
submission deadline 31 May 2026 | 7 articles | Viewed by 25580 | Submission Open
Keywords: generative AI; large language models; transformers; financial services; creative industries; retail; manufacturing; healthcare; education; data management; marketing; responsible generative AI; sustainable generative AI; ethics in generative AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Machine Learning Algorithms and Optimization in the Digital Transition (2nd Edition) submission deadline 31 May 2026 | 6 articles | Viewed by 16376 | Submission Open
Keywords: asset management; clustering; data analysis; data mining; decision-support systems; deep learning; fault detection; knowledge-based systems; machine learning; object detection; optimization; predictive maintenance; time series
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence Algorithms and Generative AI in Education (2nd Edition)
edited by and María Estefanía Avilés Mariño
submission deadline 31 May 2026 | 5 articles | Viewed by 5993 | Submission Open
Keywords: artificial intelligence in education; generative AI; educational technology; personalized learning; AI-powered assessment; adaptive learning systems; educational data mining; natural language processing in education; machine learning for education; AI ethics in education; intelligent tutoring systems; AI-assisted teaching; educational chatbots; predictive analytics in education
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Data Sensing Techniques and Processing Algorithms for Smart and Sustainable Agriculture
edited by and
submission deadline 31 May 2026 | 4 articles | Viewed by 5263 | Submission Open
Keywords: Internet of Things (IoT); remote sensing (aerial; satellite; UAV); data processing and transformation techniques; image processing and computer vision applications; mathematical and statistical methods for data filtering; simplification; and pattern recognition; artificial intelligence; machine learning; and deep learning; convolutional neural networks (CNNs); vision transformers (ViTs); data classification and object detection; time-series analysis; decision support systems and platforms
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Artificial Intelligence in Modern Cybersecurity: Changes, Applications and Challenges
edited by Sihai Tang and Song Fu
submission deadline 31 May 2026 | 6 articles | Viewed by 5156 | Submission Open
Keywords: artificial intelligence (AI); cybersecurity; machine learning; intrusion detection systems; malware analysis; threat intelligence; privacy-preserving machine learning; ethical AI; security automation; anomaly detection
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Algorithms in Data Classification (3rd Edition)
edited by
submission deadline 31 May 2026 | 5 articles | Viewed by 5044 | Submission Open
Keywords: binary classification; multi-label classification; decision trees; neural networks; big data; Bayes methods; K-NN methods; feature selection; machine learning; supervised learning
(This special issue belongs to the Section Databases and Data Structures)
Advanced Algorithms for Biomedical Data Analysis submission deadline 31 May 2026 | 2 articles | Viewed by 3358 | Submission Open
Keywords: biomedical data analysis; machine learning in healthcare; genomic and proteomic data; medical image processing; explainable AI in biomedicine; multi-omics data integration; clinical NLP
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI-Driven Control and Optimization in Power Electronics submission deadline 31 May 2026 | 2 articles | Viewed by 2495 | Submission Open
Keywords: power electronics; artificial intelligence; intelligent control; optimization algorithms; FACTS; machine learning; reinforcement learning; smart energy systems
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
AI and Computational Methods in Engineering and Science: 2nd Edition
edited by and Shuai (Steven) Li
submission deadline 31 May 2026 | 2 articles | Viewed by 1213 | Submission Open
Keywords: machine learning; deep learning; AI applications; AI applications in environment; AI in ecology; AI in science and engineering
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Recent Advances in Artificial Intelligence and Metaheuristics Optimization submission deadline 31 May 2026 | 2 articles | Viewed by 681 | Submission Open
Keywords: artificial intelligence; metaheuristic optimization; swarm intelligence; hybrid AI models; hyperparameter tuning; machine learning; sustainable applications; explainable AI
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
AI-Driven Distributed Control & Optimization Algorithms for Networked Systems
edited by Chang-Duo Liang
submission deadline 31 May 2026 | 1 articles | Viewed by 673 | Submission Open
Keywords: reinforcement learning based distributed control for networked systems; neural network-based model predictive control for networked systems; transfer learning based cross domain control for networked systems; large language models based distributed control for networked systems; AI-driven active exploration and path planning for networked systems; AI-driven distributed task assignment for networked systems; AI-driven optimal topology reconstruction for networked systems; AI-driven distributed parameter optimization for networked systems; evolutionary computation based multimodal optimization
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
AI-Powered Biomedical Image Analysis
edited by Lei Fan
submission deadline 31 May 2026 | 2 articles | Viewed by 524 | Submission Open
Keywords: biomedical image analysis; artificial intelligence; medical imaging data; CT/MRI; whole slide image
Algorithms and Innovations for Real-Time Processing in Streaming Systems and Applications
edited by
submission deadline 31 May 2026 | Viewed by 442 | Submission Open
Keywords: stream processing; real-time analytics; event-driven computation
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Intelligent Information Processing Methods in Interdisciplinary
edited by
submission deadline 31 May 2026 | Viewed by 289 | Submission Open
Keywords: AI-driven medical technologies; AI-driven biomedical signal processing; AI-driven sensor signal processing; AI-driven methods in sport and education; machine learning methods and their applications in interdisciplinary research; large language models and their applications in interdisciplinary research; few-shot learning and its applications in interdisciplinary research; federated learning and its applications in interdisciplinary research
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Transportation and Traffic Engineering submission deadline 31 May 2026 | Viewed by 206 | Submission Open
Keywords: intelligent transportation algorithms; autonomous and multi-agent systems; traffic optimization and scheduling; data-driven traffic safety and risk modeling; sustainable and low-carbon transportation systems
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Scalable Algorithms for Large-Scale Graph Neural Networks
edited by Ronghua Li
submission deadline 31 May 2026 | Viewed by 186 | Submission Open
Keywords: graph neural networks; scalable algorithms; distributed learning; graph sampling; deep learning on graphs
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Visual Attributes in Computer Vision Applications
edited by Md Baharul Islam
submission deadline 30 Jun 2026 | 6 articles | Viewed by 13900 | Submission Open
Keywords: visual quality enhancement and restoration; image and video inpainting and super-resolutions; gesture recognition for human– computer interactions; sign language recognition systems; computer vision for medical imaging; visual attributes in diagnostic healthcare systems; vision-based rehabilitation and assistive technologies; visual cues for remote healthcare monitoring; vision for autonomous driving systems; object detection and tracking in dynamic environments; scene understanding and semantic segmentation for autonomous systems; visual data for edge and cloud computing; low-level vision for intelligent systems; AR/VR/MR applications in training and simulation; gamification in vision-based applications; immersive environments for learning and training; object completion and inpainting in vision systems; vision-based surveillance and security systems; visual perception under adverse conditions (e.g.; low light; weather; etc.); computer vision for environmental monitoring (e.g.; agriculture; forestry; etc.)
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Hybrid Intelligent Algorithms (2nd Edition) submission deadline 30 Jun 2026 | 7 articles | Viewed by 10322 | Submission Open
Keywords: neural networks; evolutionary algorithms; fuzzy systems; hybrid intelligence system; computational intelligence; soft computing; heuristics; metaheuristics
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Artificial Intelligence Algorithms in Sustainability submission deadline 30 Jun 2026 | 4 articles | Viewed by 7385 | Submission Open
Keywords: artificial intelligence; computer vision; machine learning; deep learning; metaheuristics and matheuristics; numerical analysis; IoT; sustainability; green energy; power generation systems; forecasting models; environmental issues; embedded algorithms
(This special issue belongs to the Section Evolutionary Algorithms and Machine Learning)
Nonlinear Optimization: Algorithmic Advances and Innovative Applications
edited by
submission deadline 30 Jun 2026 | 3 articles | Viewed by 3676 | Submission Open
Keywords: nonlinear optimization; deterministic and stochastic models; global and local optimization; optimization algorithms; exact and heuristic approaches; simulation optimization; business; engineering; and scientific applications
Algorithms and Application for Spatiotemporal Data Processing
edited by
submission deadline 30 Jun 2026 | 3 articles | Viewed by 2826 | Submission Open
Keywords: geodesy and surveying engineering; industrial measurement and modeling; surveying adjustment and optimal estimation; multi-source fusion navigation and positioning; global navigation satellite systems (GNSSs); remote sensing and photogrammetry; spatial data analysis; geospatial technologies; AI in surveying and mapping
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Data-Driven Intelligent Modeling and Optimization Algorithms for Industrial Processes: 3rd Edition submission deadline 30 Jun 2026 | 4 articles | Viewed by 2763 | Submission Open
Keywords: data-driven modeling; industrial processes; machine learning algorithms; optimization algorithms; adaptive learning
(This special issue belongs to the Section Combinatorial Optimization, Graph, and Network Algorithms)
Machine Learning for Advanced Healthcare: Bridging Innovation and Clinical Implementation
edited by , and Sujit Kumar Sahu
submission deadline 30 Jun 2026 | 3 articles | Viewed by 2315 | Submission Open
Keywords: interpretable machine learning; wearable technology and remote health monitoring; multimodal health data integration; sensor data analysis; health information systems; explainable AI (XAI) in healthcare; trustworthy AI for clinical practice; biomedical signal processing; e-Health; telemedicine; and digital health; human motion analysis and rehabilitation technologies; AI for sleep and neurological disorders
Artificial Intelligence in Sustainable Development
edited by and Tareq Hamadneh
submission deadline 30 Jun 2026 | 2 articles | Viewed by 1849 | Submission Open
Keywords: applications of artificial intelligence; engineering problems; mathematical optimization; algorithms
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
Machine Learning and Artificial Intelligence in Engineering Applications: 2nd Edition submission deadline 30 Jun 2026 | 2 articles | Viewed by 1086 | Submission Open
Keywords: intelligent information systems; deep learning frameworks; processes; and methods; deep learning algorithms services and applications; intelligent engineering applications; engineering processes incorporating natural language processing models and LLMs; distributed AI information systems; Industry 4.0 processes supported by AI systems; Industry 5.0 human– machine collaboration AI processes; cloud-based decision support systems offering deep learning services; smart IoT applications and smart grids; augmented and virtual reality services supported by AI models
(This special issue belongs to the Section Algorithms for Multidisciplinary Applications)
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