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• 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

• 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

• Evolutionary Multi-objective Optimization in Carbon-Neutral Smart Cities: A Synthesis of Algorithmic Foundations, Application Domains, and Open Challenges

  Maryam Khani

  353-372

  2025-12-21

  https://doi.org/10.48313/maa.vi.94

• 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

• Optimization of Construction Resource Allocation and Levelling Using the World Hyper-Heuristic Algorithm

  Zahra Joorbonyan, Marzieh Lamtar-Gholipoor

  63-81

  2025-03-18

  https://doi.org/10.48313/maa.v2i1.28

• 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

• 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

• 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

• 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

• Multi-Objective Optimization of Resource Allocation in 5G Networks Using a Reinforcement Learning-Based Genetic Algorithm

  Behnam Ghahramankhani, Mohammad Hossein Khodabandeh

  172-177

  2025-06-23

  https://doi.org/10.48313/maa.v2i2.42

• Metaheuristic Optimization of Prompt Structures for Low-Resource Language Models

  Abdulrahman Al-Harthy, Nguyen Thi Lan

  316-340

  2026-09-10

  https://doi.org/10.48313/maa.v3i3.116

• A Review of Usage Metaheuristic Algorithms in Brain-Computer Interface

  Zeinab Parandavar

  112-133

  2025-06-15

  https://doi.org/10.48313/maa.v2i2.29

• A Global Interaction–Inspired Metaheuristic for Neural Network Optimization in Geological Modeling by World Algorithm

  Peyman Rivandi, Fateme Davoodian

  74-87

  2024-03-12

  https://doi.org/10.48313/maa.v1i1.31

• 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

• 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

• 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 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

• World Hyper-Heuristic: A Reinforcement Learning Approach for Dynamic Exploration–Exploitation in Cloud Resource Management

  Adel Cheshmeh

  440-464

  2024-12-24

  https://doi.org/10.48313/maa.v1i4.109