A survey on applications of the harmony search algorithm

This paper thoroughly reviews and analyzes the main characteristics and application portfolio of the so-called Harmony Search algorithm, a meta-heuristic approach that has been shown to achieve excellent results in a wide range of optimization problems. As evidenced by a number of studies, this algorithm features several innovative aspects in its operational procedure that foster its utilization in diverse fields such as construction, engineering, robotics, telecommunications, health and energy. This manuscript will go through the most recent literature on the application of Harmony Search to the aforementioned disciplines towards a three-fold goal: (1) to underline the good behavior of this modern meta-heuristic based on the upsurge of related contributions reported to date; (2) to set a bibliographic basis for future research trends focused on its applicability to other areas; (3) to provide an insightful analysis of future research lines gravitating on this meta-heuristic solver.

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[43]  A. Ozdemir,et al.  Harmony search method based parallel contingency analysis , 2010, 2010 International Conference on Power System Technology.

[44]  Zong Woo Geem,et al.  Improved Harmony Search from Ensemble of Music Players , 2006, KES.

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[47]  Steven Mills,et al.  Harmony filter: A robust visual tracking system using the improved harmony search algorithm , 2010, Image Vis. Comput..

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[57]  Steven Mills,et al.  Visual Tracking Using Harmony Search , 2010, Recent Advances In Harmony Search Algorithm.

[58]  Mohsen Ebrahimi Moghaddam,et al.  Solving K-Coverage Problem in Wireless Sensor Networks Using Improved Harmony Search , 2010, 2010 International Conference on Broadband, Wireless Computing, Communication and Applications.

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[65]  Min Huang,et al.  The Application of Harmony Search in Fourth-Party Logistics Routing Problems , 2010, Recent Advances In Harmony Search Algorithm.

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[68]  Liang Gao,et al.  A chaotic harmony search algorithm for the flow shop scheduling problem with limited buffers , 2011, Appl. Soft Comput..

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[73]  Qiang Shen,et al.  Two new approaches to feature selection with harmony search , 2010, International Conference on Fuzzy Systems.

[74]  Jing J. Liang,et al.  A Hybrid Discrete Harmony Search Algorithm for blocking flow shop Scheduling , 2010, 2010 IEEE Fifth International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA).

[75]  Mehmet Polat Saka,et al.  Optimum Design of Steel Skeleton Structures , 2009 .

[76]  Ali Kattan,et al.  Harmony Search Based Supervised Training of Artificial Neural Networks , 2010, 2010 International Conference on Intelligent Systems, Modelling and Simulation.

[77]  Mohammad Fesanghary,et al.  An Introduction to the Hybrid HS-SQP Method and Its Applications , 2010, Recent Advances In Harmony Search Algorithm.

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[99]  Mohammed Azmi Al-Betar,et al.  A Harmony Search with Multi-pitch Adjusting Rate for the University Course Timetabling , 2010, Recent Advances In Harmony Search Algorithm.

[100]  Yanfeng Ge,et al.  An effective global harmony search algorithm for integer programming problems , 2010, 2010 International Conference On Computer Design and Applications.

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[102]  Yong Wang,et al.  A hybrid simplex-harmony search algorithm and its application to model reduction of linear systems , 2010, Proceedings of the 29th Chinese Control Conference.

[103]  Gebrail Bekdaş,et al.  ESTIMATING OPTIMUM PARAMETERS OF TUNED MASS DAMPERS USING HARMONY SEARCH , 2011 .

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[122]  Qiang Shen,et al.  Feature Selection With Harmony Search , 2012, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

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