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• Metaheuristic Optimization Algorithms in Mathematical Sciences: A Comprehensive Review of Numerical Methods, Combinatorial Problems, and Emerging Mathematical Applications

  Eisa Abdolmaleki

  263–284

  2025-06-16

  https://doi.org/10.48313/maa.v2i3.50

• Metaheuristic Optimization Algorithms in Mechanical Engineering: A Comprehensive Systematic Review of Structural Design, Manufacturing Process Optimization, and Thermal-Fluid Systems

  Shaban Kaji

  249-268

  2024-09-18

  https://doi.org/10.48313/maa.v1i3.100

• Metaheuristic Optimization Algorithms for Cybersecurity: A Multi-Domain Experimental Study on Intrusion Detection, Cryptographic Key Optimization, and Malware Classification

  Amir Ekbatanifard

  309–323

  2025-06-18

  https://doi.org/10.48313/maa.v2i3.52

• Mathematical Advances in Hybrid Fuzzy–Metaheuristic Methods For Complex Multi-Objective Optimization

  Shivdeep Kaur

  385-399

  2025-12-22

  https://doi.org/10.48313/maa.vi.38

• Attribution-Stability-Driven Harris Hawks Search for Interpretable Clinical Feature Selection

  Seyed Farid Ghannadpour, Daniel A. Ferreira

  227-245

  2026-06-04

  https://doi.org/10.48313/maa.vi.75

• Metaheuristic Optimization Algorithms in Artificial Intelligence: A Comprehensive Systematic Review of Neural Architecture Search, Hyperparameter Optimization, and Intelligent Feature Engineering

  Fatemeh Ebrahimzadeh

  236-262

  2025-06-15

  https://doi.org/10.48313/maa.v2i3.49

• Graph-Based Metaheuristic Optimization for Real-Time Urban Traffic Signal Coordination

  Hassan Boussouf, Nguyen Minh Duc

  227-248

  2024-09-18

  https://doi.org/10.48313/maa.v1i3.99

• Network War Strategy Optimization: A Military-Strategy-Inspired Metaheuristic with Reconnaissance, Tactical Engagement, and Adaptive Retreat

  Snigdharani Panda, Sunday Adesina Adebisi

  181-207

  2024-06-17

  https://doi.org/10.48313/maa.vi.62

• Multi-Objective Metaheuristic Optimization for Molecular Docking in Early-Stage Drug Design by Water Optimization Algorithm

  Arafa Abdelzaher Nasef

  342-363

  2024-12-22

  https://doi.org/10.48313/maa.v1i4.104

• Adoption of Multi-Objective Grey Wolf Optimization (MOGWO) for Effective Analysis and Classification of Crystal Structures in Materials Science

  Imoh Ime Ekanem, Aniekan Essienubong Ikpe, Otobong Okon Ite

  1-35

  2025-03-12

  https://doi.org/10.22105/maa.v2i1.21

• Machine Learning-Driven Optimization of Energy Consumption in Smart Grids: A Comprehensive Review

  Pouria Bahramian

  143-170

  2024-06-16

  https://doi.org/10.48313/maa.v1i2.73

• Whale Optimization Algorithm: A Critical Survey of Fundamental Principles, Modern Adaptations, Benchmarking Practices, and Applications

  Saman M Almufti, Renas Rajab Asaad, Awaz Ahmed Shaban, Ridwan Boya Marqas

  1-32

  2026-03-01

  https://doi.org/10.48313/maa.v3i1.110

• Multi-Objective Optimization in Machine Learning:Balancing Accuracy, Fairness, and Interpretability

  Amir Khanjani

  344–352

  2025-06-19

  https://doi.org/10.48313/maa.v2i3.55

• Hybrid Metaheuristic Algorithms for Deep Neural Network Hyperparameter Optimization: A Comprehensive Review and Framework

  Zahra Montazeri

  385-391

  2024-12-23

  https://doi.org/10.48313/maa.v1i4.106

• Physics-Informed Metaheuristic Optimization of Distributed Renewable Microgrid Stability

  Tarek Abdelrahman, Siti Nurhaliza

  51-73

  2024-03-11

  https://doi.org/10.48313/maa.v1i1.69

• Forest Growth Optimization: An Ecological-Succession-Inspired Metaheuristic with Pioneer-Intermediate-Climax Stage Progression

  Pritiprava Mishra, Haruna Mavakumba Kefas

  33-60

  2026-03-02

  https://doi.org/10.48313/maa.vi.79

• A World Hyper Heuristic Reinforcement Learning Algorithm for Feature Selection in EEG Motor Imagery Based BCI Systems

  Nadia Ghasemabadi

  332–343

  2025-06-19

  https://doi.org/10.48313/maa.v2i3.54

• Dynamic Portfolio Optimization in the Tehran Stock Exchange Using Machine Learning and Deep Earning Algorithms

  Hossein Pira

  229-235

  2025-06-14

  https://doi.org/10.48313/maa.v2i3.48

• Metaheuristic Optimization Algorithms in Geophysics: A Comprehensive Review of Seismic Inversion, Potential Field Modeling, and Geophysical Data Interpretation

  Negin Ghasemabadi

  285–308

  2025-06-17

  https://doi.org/10.48313/maa.v2i3.51

• Dynamic Metaheuristic Optimization for Resilient Supply Chain Routing under Disruptions

  Ibrahim Suleiman, Zhang Lei

  364-384

  2024-12-22

  https://doi.org/10.48313/maa.v1i4.105

• Metaheuristic Algorithms for Mathematical Problem Solving: A Comparative Experimental Study on Nonlinear Systems, Boundary Value Problems, and NP-Hard Combinatorial Optimization

  Nadia Ghasemabadi, Zahra Joorbonyan

  209-228

  2026-05-12

  https://doi.org/10.48313/maa.v2i3.47

• Multi-Objective Swarm-Based Optimization for Climate-Adaptive Crop Rotation Planning

  Moussa Traoré, Fatima Zahra Benali

  293-315

  2024-09-19

  https://doi.org/10.48313/maa.v1i3.102

• Metaheuristic Optimization for Neuromorphic Computing Architectures

  Fatemeh Zare Baghiabad, Viktor P. Sokolov

  195-216

  2026-06-03

  https://doi.org/10.48313/maa.vi.83

• Heterogeneous EEG Feature Fusion: Brain Storm Optimization with Covariance-Aware Mutation

  Astrid L. Nielsen

  141-167

  2026-06-01

  https://doi.org/10.48313/maa.vi.82

• Generative Agent Swarm: Bacterial Foraging with K LLM-Mediated Pheromone Communication

  Daniel A. Ferreira

  246-271

  2026-06-05

  https://doi.org/10.48313/maa.vi.80