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
5 2005

Lee, K. S., & Geem, Z. W. (2005). A new meta-heuristic algorithm for continuous engineering optimization: harmony search theory and practice. Computer methods in applied mechanics and engineering, 194(36-38), 3902-3933.

Application / HS / /
Major :
Mechanical Engineering
DOWNLOAD LINK
4 2004

Lee, K. S., & Geem, Z. W. (2004). A new structural optimization method based on the harmony search algorithm. Computers & structures, 82(9-10), 781-798.

Application / HS / /
Major :
Civil Engineering (Structural)
DOWNLOAD LINK
3 2017

Abdmouleh, Z., Gastli, A., Ben-Brahim, L., Haouari, M., & Al-Emadi, N. A. (2017). Review of optimization techniques applied for the integration of distributed generation from renewable energy sources. Renewable Energy, 113, 266-280.

Citation /
Major :
Computer Science
DOWNLOAD LINK
2 2001

Kim, J. H., Geem, Z. W., & Kim, E. S. (2001). Parameter estimation of the nonlinear muskingum model using harmony search 1. JAWRA Journal of the American Water Resources Association, 37(5), 1131-1138.

Application / HS / /
Major :
Civil Engineering (Water Resources)
DOWNLOAD LINK
1 2018

Gorgij, A. D., Kisi, O., Moayeri, M. M., & Moghaddam, A. A. (2018). Hydraulic conductivity estimation via the AI-based numerical model optimization using the harmony search algorithm. Hydrology Research, 49(5), 1669-1683.

Application / HS /
Major :
Civil Engineering (Water Resources)
DOWNLOAD LINK