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  • An Overview of Metaheuristic and Hyper-Heuristic Algorithms

    Loghman Rashidi
    191-208
    2025-06-26
    https://doi.org/10.48313/maa.v2i2.45

  • 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

  • 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

  • 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 Algorithms for Computation Offloading: A Comprehensive Review

    Amin Maghsoudi, Behnam Ghahramankhani
    373-384
    2025-12-22
    https://doi.org/10.48313/maa.vi.25

  • 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

  • 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

  • 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

  • Applications of Metaheuristic Algorithms in PrecisionMedicine and Personalized Healthcare: A Review

    Behera Janardan, Haruna Mavakumba Kefas
    217-226
    2026-06-03
    https://doi.org/10.48313/maa.vi.74

  • Review: Evolution of Nature-Inspired Metaheuristic Algorithms: Developments, Trends, and Applications from 1990 to 2025

    Shaban Kaji
    81-90
    2026-03-03
    https://doi.org/10.48313/maa.vi.89

  • A Multi-Strategy Population-Based Optimizer for High-Dimensional Engineering Design Problems

    G. T. Shakila Devi
    316-341
    2024-09-21
    https://doi.org/10.48313/maa.v1i3.103

  • 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

  • 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

  • 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 in Structural Engineering Design and Analysis: A Survey

    Behera Janardan, Kharabela Swain
    171-180
    2024-06-17
    https://doi.org/10.48313/maa.vi.64

  • Harris Hawks Optimizer for High-Dimensional Biomarker Discovery: A Statistically Rigorous Comparative Study of Eleven Metaheuristic Algorithms on Leukemia Gene Expression Data

    Zeinab Parandavar, Behnam Ghahramankhani, Mohammad Hossein Khodabandeh
    91-110
    2026-03-04
    https://doi.org/10.48313/maa.vi.81

  • 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

  • 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 Survey of Artificial Neural Networks and Their Applications in Prediction of Cardiac Arrhythmia Via Optimization Models and Metaheuristic Algorithms

    Arman Daliri, Seyed Shervin Hosseini, Hesamaldin Edrisi, Pedram Khalaj, Parastoo Ghazanfari, Avin Zarrabi
    82-98
    2025-03-21
    https://doi.org/10.48313/maa.v2i1.30

  • 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

  • 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

  • Clonal Suppression and Hypermutation: An Artificial Immune System for Transcriptomic Biomarker Mining

    Bita Alipoor, Soheil Fakheri
    111-140
    2026-03-06
    https://doi.org/10.48313/maa.vi.112

  • DDoS Attack Mitigation in Cloud Networks Using Hybrid Metaheuristic and Machine Learning Framework

    Seyyed Amirhossein Bani Hashemian
    324–331
    2025-06-18
    https://doi.org/10.48313/maa.v2i3.53

  • 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

  • From Heuristics to Hyperheuristics: Comparative Study and Real-World Impact in Optimization

    Esraa Aljubarah
    134-151
    2025-06-15
    https://doi.org/10.48313/maa.v2i2.39
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