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• 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

• Population-Based Search for Conformational Energy Minimization in Protein Folding: A Critical Synthesis of Swarm, Evolutionary and Hybrid Schemes (2000–2026)

  Elena M. Vázquez, Ravi Subramanian, Katarzyna M. Nowak, Aisha K. Mensah

  272-290

  2026-09-07

  https://doi.org/10.48313/maa.v3i3.115

• 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

• 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

• Blue-Red Cyber Coevolution: Archived SHADE with RF Surrogate for Autonomous Defense

  Setayesh Zahiri, Wolfgang H. Müller

  61-80

  2026-03-02

  https://doi.org/10.48313/maa.vi.111

• 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

• Six Decades of Metaheuristic Optimization: Structured Survey from Evolutionary Roots to Foundation-Model Tuning

  Hamid Ahmadi

  291-315

  2026-09-09

  https://doi.org/10.48313/maa.vi.91

• 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

• Feature Selection with Metaheuristic Algorithms: A Review of Recent Developments (2020–2025)

  Saikat Gochhait

  99-111

  2025-03-24

  https://doi.org/10.48313/maa.v2i1.34

• Survey on Whale Optimization Algorithm: From Fundamental Principles to Modern Adaptations and Applications

  Saman Almufti

  2026-08-23

  https://doi.org/10.48313/maa.vi.24

• Metaheuristic Optimization in Architecture: A Multi-Objective Framework for Building form Generation, Energy Performance, and Daylighting Design

  Sama Mirfallah

  20-35

  2024-03-10

  https://doi.org/10.48313/maa.v1i1.65

• Metaheuristics for Explainable Medical Diagnosis Systems: A Comprehensive Synthesis of Algorithmic Foundations, Clinical Applications, and Comparative Evaluation

  Anahita Sefidabi, Mahsa Hamidi

  2026-12-01

  https://doi.org/10.48313/maa.vi.97