Publications

Publications

The Harmony Search algorithm (HSA) publicatons found in Web of Science are applied in about 25 major fields (e.g., civil engineering, computer science, industrial engineering, business, economy, art).

Firstly,
they can be divided into whether the HSA was cited only (Citation) or was applied (Application).
Second,
(Application) publications can be divided into whether the Original HSA was used (HS) or modified HSA was used to improve the optimization performance (Variants of HS, VoHS).
Third,
(VoHS) publications can be divided into
whether it has one objective function (Single) or two or more objective function (Multi).

1) (Single) publications were classified as HS Operator, Parameter, Population-based and Hybrid.
· HS Operator : Papers that transform operators such as HMC and PA
· Parameter : Papers that used the modified equations for determining the values of HMCR, PAR, and BW
· Population-based : Papers in which HM divided into several groups (parallel calculation, solution exchange, etc.)
· Hybrid : Papers optimized by using other optimization algorithm’s operators are combined to improve search ability

2) (Multi) publications were classified as Non-Pareto or Pareto-based.
· Non-Pareto : Papers that select the optimal solutions through weighting method, etc.
· Pareto-based : Papers that select the optimal solutions through Pareto model
No. Year Journal
Information
Major DOWNLOAD
725 2018

Zhang, J., Xiao, M., Gao, L., & Pan, Q. (2018). Queuing search algorithm: A novel metaheuristic algorithm for solving engineering optimization problems. Applied Mathematical Modelling, 63, 464-490.

Citation /
Major :
Computer Science
DOWNLOAD LINK
724 2013

Kaveh, A., & Nikaeen, M. (2013). Optimum design of irregular grillage systems using CSS and ECSS algorithms with different boundary conditions. International Journal of Civil Engineering, 11(3), 143-153.

Application / HS / /
Major :
Civil Engineering (Structural)
723 2013

Saka, M. P., & Geem, Z. W. (2013). Mathematical and metaheuristic applications in design optimization of steel frame structures: an extensive review. Mathematical Problems in Engineering, 2013.

Application / HS /
Major :
Civil Engineering (Structural)
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722 2013

Soloklo, H. N., & Farsangi, M. M. (2013). Chebyshev rational functions approximation for model order reduction using harmony search. Scientia Iranica, 20(3), 771-777.

Application / HS /
Major :
Civil Engineering (Structural)
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721 2013

Rao, R. V., & Patel, V. (2013). An improved teaching-learning-based optimization algorithm for solving unconstrained optimization problems. Scientia Iranica, 20(3), 710-720.

Application / HS /
Major :
Civil Engineering (Structural)
DOWNLOAD LINK
720 2013

Hare, W., Nutini, J., & Tesfamariam, S. (2013). A survey of non-gradient optimization methods in structural engineering. Advances in Engineering Software, 59, 19-28.

Application / HS /
Major :
Civil Engineering (Structural)
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719 2013

Ceylan, H., & Ceylan, H. (2013). Discrete design of urban road networks with meta-Heuristic harmony search algorithm. Teknik Dergi, 24(1), 6211-6231.

Application / HS /
Major :
Civil Engineering (Transport)
718 2013

Sharma, K. D. (2013). Stable fuzzy controller design employing group improvisation based harmony search algorithm. International Journal of Control, Automation and Systems, 11(5), 1046-1052.

Application / HS /
Major :
Computer Science
717 2013

Dede, T. (2013). Optimum design of grillage structures to LRFD-AISC with teaching-learning based optimization. Structural and Multidisciplinary Optimization, 48(5), 955-964.

Application / HS /
Major :
Computer Science
716 2013

Manjarres, D., Del Ser, J., Gil-Lopez, S., Vecchio, M., Landa-Torres, I., Salcedo-Sanz, S., & Lopez-Valcarce, R. (2013). On the design of a novel two-objective harmony search approach for distance-and connectivity-based localization in wireless sensor net

Application / HS /
Major :
Computer Science
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715 2013

Sheen, S., Anitha, R., & Sirisha, P. (2013). Malware detection by pruning of parallel ensembles using harmony search. Pattern Recognition Letters, 34(14), 1679-1686.

Application / HS /
Major :
Computer Science
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714 2013

Levy-Flight Krill Herd Algorithm

Application / HS /
Major :
Computer Science
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713 2013

Wang, H., Yuan, X., Wang, Y., & Yang, Y. (2013). Harmony search algorithm-based fuzzy-PID controller for electronic throttle valve. Neural Computing and Applications, 22(2), 329-336.

Application / HS /
Major :
Computer Science
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712 2013

Yuan, Y., & Xu, H. (2013). Flexible job shop scheduling using hybrid differential evolution algorithms. Computers & Industrial Engineering, 65(2), 246-260.

Application / HS /
Major :
Computer Science
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711 2013

Lee, T. J., Park, S. M., & Sim, K. B. (2013). Electroencephalography signal grouping and feature classification using harmony search for BCI. Journal of Applied Mathematics, 2013.

Application / HS /
Major :
Computer Science
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710 2013

Landa-Torres, I., Gil-Lopez, S., Del Ser, J., Salcedo-Sanz, S., Manjarres, D., & Portilla-Figueras, J. A. (2013). Efficient citywide planning of open WiFi access networks using novel grouping harmony searchheuristics. Engineering Applications of Artificia

Application / HS /
Major :
Computer Science
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709 2013

Ulker, E. D., & Haydar, A. (2013). Comparing the robustness of evolutionary algorithms on the basis of benchmark functions. Advances in Electrical and Computer Engineering, 13(2), 59-64.

Application / HS /
Major :
Computer Science
708 2013

Waghmare, G. (2013). Comments on “A note on teaching–learning-based optimization algorithm”. Information Sciences, 229, 159-169.

Application / HS /
Major :
Computer Science
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707 2013

Cuevas, E. (2013). Block-matching algorithm based on harmony search optimization for motion estimation. Applied intelligence, 39(1), 165-183.

Application / HS /
Major :
Computer Science
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706 2013

Wang, Y., Li, Y., Yang, J., Wan, P., & Wang, Q. (2013). An improved optimal linear weighted cooperative spectrum sensing algorithm for cognitive radio sensor networks. International Journal of Distributed Sensor Networks, 9(12), 951205.

Application / HS /
Major :
Computer Science
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