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A Systematic Review on Harmony Search Algorithm: Theory, Literature, and Applications

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  • Mahima Dubey
  • Vijay Kumar
  • Manjit Kaur
  • Thanh-Phong Dao

Abstract

Harmony search algorithm is the recently developed metaheuristic in the last decade. It mimics the behavior of a musician producing a perfect harmony. It has been used to solve the wide variety of real-life optimization problems due to its easy implementation over other metaheuristics. It has an ability to provide the balance between exploration and exploitation during search. In this paper, a systematic review on harmony search algorithm (HSA) is presented. The natural inspiration and conceptual framework of HSA are discussed. The control parameters of HSA are described with their mathematical foundation. The improvement and hybridization in HSA with other metaheuristics are discussed in detail. The applicability of HSA in different problem domains is studied. The future research directions of HSA are also investigated.

Suggested Citation

  • Mahima Dubey & Vijay Kumar & Manjit Kaur & Thanh-Phong Dao, 2021. "A Systematic Review on Harmony Search Algorithm: Theory, Literature, and Applications," Mathematical Problems in Engineering, Hindawi, vol. 2021, pages 1-22, April.
    • Handle: RePEc:hin:jnlmpe:5594267
    DOI: 10.1155/2021/5594267
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    Cited by:

    1. Araoye, Timothy Oluwaseun & Ashigwuike, Evans Chinemezu & Mbunwe, Muncho Josephine & Bakinson, Oladipupo Idris & Ozue, ThankGod Izuchukwu, 2024. "Techno-economic modeling and optimal sizing of autonomous hybrid microgrid renewable energy system for rural electrification sustainability using HOMER and grasshopper optimization algorithm," Renewable Energy, Elsevier, vol. 229(C).
    2. Mohammad Nasir & Ali Sadollah & Przemyslaw Grzegorzewski & Jin Hee Yoon & Zong Woo Geem, 2021. "Harmony Search Algorithm and Fuzzy Logic Theory: An Extensive Review from Theory to Applications," Mathematics, MDPI, vol. 9(21), pages 1-46, October.
    3. Esra Uray & Serdar Carbas & Zong Woo Geem & Sanghun Kim, 2022. "Parameters Optimization of Taguchi Method Integrated Hybrid Harmony Search Algorithm for Engineering Design Problems," Mathematics, MDPI, vol. 10(3), pages 1-36, January.
    4. Syed Muhammad Mohsin & Tahir Maqsood & Sajjad Ahmed Madani, 2022. "Solar and Wind Energy Forecasting for Green and Intelligent Migration of Traditional Energy Sources," Sustainability, MDPI, vol. 14(23), pages 1-20, December.

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