Conventional approach to harmonious coordinated Cadastral Database weakness by Looi, K. S., Chan, K. L., Isahak, M. F., Hamzah, H., Muda, N., Lim, B. W., Yeap, W. C., Tan, L. C.

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Harmony search algorithm and related variants: a systematic review by Qin, Feng, Mohd. Zain, Azlan, Zhou, Kai Qing

“…Harmony search (HS) algorithm is a novel metaheuristic algorithm, inspired by the phenomenon that musicians repeatedly adjust the pitch of each instrument to finally achieve a beautiful harmony state. …”

Building harmony in diverse society: insights from practical wisdom by Huda, M., Nor Muhamad, N. H., Isyanto, P., Muhamat, R., Marni, N., Ahmad Kilani, M., Safar, J.

“…This paper aims to critically examine practical wisdom as the religious awareness to underlying building harmony in the diverse society. Design/methodology/approach: Literature from refereed and peer-reviewed journals and articles was reviewed using thematic topic analysis to propose a model of the practical wisdom as a foundation for building harmony in a diverse society. …”

A differential-based harmony search algorithm for the optimization of continuous problems by Abedinpourshotorban, H., Hasan, S., Shamsuddin, S. M., AsSahra, N. F.

“…The performance of the Harmony Search (HS) algorithm is highly dependent on the parameter settings and the initialization of the Harmony Memory (HM). …”

A hybrid harmony search algorithm for the job shop scheduling problems by Piroozfard, H., Wong, K. Y., Asl, A. D.

“…The results indicate that the proposed hybrid harmony search algorithm improves the efficiency.…”

Optimal capacitor placement in radial distribution system using harmony search algrithm by Mohamad Rusli, Rusdee Azeem

“…In this study, the main objective is to find the optimal capacitor placement using a new meta-heuristic approach, Harmony Search Algorithm in radial distribution system which is then to reduce power loss and improve the system voltage profile. …”
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Learning enhancement of radial basis function neural network with harmony search algorithm by Ahmed, Mohamed Hassan

“…Therefore, to realize the enhancement of the learning process of RBF and overcome these PSO problems, Harmony Search Meta-Heuristic Algorithm (HSA) was employed to optimize the RBF network and attain the desired objectives. …”
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Branch coverage test case generation using genetic algorithm and harmony search by Abedinpourshotorban, Hosein

“…In addition, we evaluated our proposed fitness function with harmony search algorithm (HS), which is a more recent optimization algorithm compared to GA, and find out that HS outperforms GA in speed of test case generation for branch coverage of software code.…”
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Improved control of shunt active power filter using harmony search algorithm by Naderipour, A., Zin, A. A. M., Habibuddin, M. H., Khokhar, S., Kazemi, A.

“…This paper proposes to optimize the control parameters of DC-link voltage shunt active power filter (SAPF) by Harmony Search Algorithm (HSA) and Total Harmonic Distortion (THD) reduction in the system. …”

Modeling and optimization of electric discharge machining performances using harmony search algorithm by Mat Deris, Ashanira, Mohd. Zain, Azlan, Sallehuddin, Roselina, Sharif, Safian

“…Thus, this study proposed harmony search algorithm approach for optimization of surface roughness (Ra) in die sinking electric discharge machining (EDM). …”
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Multi-strategy learning and deep harmony memory improvisation for self-organizing neurons by Hasan, Shafaatunnur, Shamsuddin, Siti Mariyam

“…This study proposes a concept of representation learning by implementing multi-strategy deep learning harmony memory improvisation for selecting the best harmony of self-organizing neurons. …”

A review of harmony search algorithm-based feature selection method for classification by Yusup, N., Zain, A. N., Latip, A. A.

“…In this paper, we discuss the performance of feature selection with Harmony Search (HS) algorithm for classification in various applications. …”
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A harmony search-based feature selection technique for cloud intrusion detection by Makki, Widad Mirghani, Siraj, Maheyzah M. D., Ibrahim, Nurudeen Mahmud

“…Therefore, this research article proposes a Harmony Search based feature selection technique to improve the performance of cloud IDS. …”

Bio-inspired and musical-harmony approaches for machine allocation optimization in flexible manufacturing system by Yusof, Umi Kalsom

“…Population-based algorithms that consist of constraint-chromosome genetic algorithm (CCGA), constraint-vector harmony search (CVHS) and hybrid of constraint-chromosome genetic algorithm and harmony search (H-CCGaHs) were adopted. …”
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A hybrid of harmony search and minimization of metabolic adjustment for optimization of succinic acid production by Wahid, N .S. A., Mohamad, M. S., Salleh, A. H. M., Deris, S., Chan, W. H., Omatu, S., Corchado, J. M., Sjaugi, M. F., Ibrahim, Z., Yusof, Z. M.

“…Gene knockout is a widely used genetic engineering technique. Hence, a hybrid of Harmony Search (HS) and Minimization of Metabolic Adjustment (MOMA) is proposed. …”

A new harmony search algorithm with evolving spiking neural network for classification problems by Saleh, A. Y., Shamsuddin, S. M., Hamed, H. N. B. A., Siong, T. C., Othman, M. K. B.

“…Harmony search has been used to enhance the standard ESNN model. …”

A modified harmony search algorithm and its applications in weighted fuzzy production rule extraction by Ye, Shaoqiang, Zhou, Kaiqing, Mohd. Zain, Azlan, Wang, Fangling, Yusoff, Yusliza

“…Harmony search (HS) is a form of stochastic meta-heuristic inspired by the improvisation process of musicians. …”

Harmony search freeman chain code (HS-FCC) extraction algorithm for handwritten character recognition by Mohamad, Muhammad `Arif, Nasien, Dewi, Haron, Habibollah

“…In this paper, a metaheuristic approach for feature extraction technique based on Harmony Search Algorithm is proposed using Freeman chain code as data representation. …”

Improving learning enhancement radial basis function neural network using improved harmony search algoritim by Ahmed Salad, Abdirahman

“…Therefore, to enhance the learning process of RBF and overcome the problem associated with PSO, Improved Harmony Search Algorithm (IHSA) was employed to optimize the RBF network to enhance its learning capacity. …”

Optimal SSSC-based power damping inter-area oscillations using firefly and harmony search algorithms by Naderipour, A., Abdul-Malek, Z., Ramachandaramurthy, V. K., Miveh, M. R., Moghaddam, M. J. H., Guerrero, J. M.

“…Moreover, using the firefly and the harmony search algorithms, the optimal parameters controlling SSSC are addressed. …”