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Civil Engineering and Environmental Systems Volume 26, 2009 - Issue 3
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Original Articles

Harmony search optimisation to the pump-included water distribution network design

Zong Woo Geem Environmental Planning and Management Program, Johns Hopkins University, Baltimore, MD, USACorrespondence[email protected]
Pages 211-221 | Received 12 Sep 2007, Published online: 09 Jul 2009

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Veli Batmaz & Necati Kayaalp. (2023) Optimization of water distribution networks using hybrid BBO-IWO algorithm. Urban Water Journal 20:2, pages 205-222.
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Ioan Sarbu & Simona Popa-Albu. (2023) Optimization of urban water distribution networks using heuristic methods: an overview. Water International 48:1, pages 120-148.
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Morteza Nazari-Heris, Behnam Mohammadi-Ivatloo, Somayeh Asadi, Jin-Hong Kim & Zong Woo Geem. (2019) Harmony search algorithm for energy system applications: an updated review and analysis. Journal of Experimental & Theoretical Artificial Intelligence 31:5, pages 723-749.
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Kalyan R. Piratla. (2016) Investigation of sustainable and resilient design alternatives for water distribution networks. Urban Water Journal 13:4, pages 412-425.
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R. M. Fonseca-Pérez, O. Del-Mazo-Alvarado, A. Meza-de-Luna, A. Bonilla-Petriciolet & Z. W. Geem. (2022) An Overview of the Application of Harmony Search for Chemical Engineering Optimization. International Journal of Chemical Engineering 2022, pages 1-44.
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Alireza Moghaddam, Alireza Faridhosseini, Hossein Rezaei, Roya Peirovi-Minaee & Ali Naghi Ziaei. (2022) The evaluation of hydraulic reliability indices in water distribution networks under pipe failure conditions. Drinking Water Engineering and Science 15:2, pages 13-23.
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Sina Shaffiee Haghshenas, Sami Shaffiee Haghshenas, Zong Woo Geem, Tae-Hyung Kim, Reza Mikaeil, Luigi Pugliese & Antonello Troncone. (2021) Application of Harmony Search Algorithm to Slope Stability Analysis. Land 10:11, pages 1250.
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Ioan Sarbu. (2021) Optimization of Urban Water Distribution Networks Using Deterministic and Heuristic Techniques: Comprehensive Review. Journal of Pipeline Systems Engineering and Practice 12:4.
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Celal Cakiroglu, Kamrul Islam, Gebrail Bekdaş, Sanghun Kim & Zong Woo Geem. (2021) CO2 Emission Optimization of Concrete-Filled Steel Tubular Rectangular Stub Columns Using Metaheuristic Algorithms. Sustainability 13:19, pages 10981.
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Bohong Wang, Yongtu Liang, Wei Zhao, Yun Shen, Meng Yuan, Zhimin Li & Jian Guo. (2021) A Continuous Pump Location Optimization Method for Water Pipe Network Design. Water Resources Management 35:2, pages 447-464.
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Ioan SarbuIoan Sarbu. 2021. Advances in Building Services Engineering. Advances in Building Services Engineering 629 797 .
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Xinchao Zhao, Rui Li, Junling Hao, Zhaohua Liu & Jianmei Yuan. (2020) A New Differential Mutation Based Adaptive Harmony Search Algorithm for Global Optimization. Applied Sciences 10:8, pages 2916.
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T. Renugadevi, K. Geetha, K. Muthukumar & Zong Woo Geem. (2020) Energy-Efficient Resource Provisioning Using Adaptive Harmony Search Algorithm for Compute-Intensive Workloads with Load Balancing in Datacenters. Applied Sciences 10:7, pages 2323.
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Xiaoming Zhang, Jiakang He & Qing Shen. 2020. Data Science. Data Science 185 196 .
Jose A. Caballero & Mauro A.S.S. Ravagnani. (2019) Water distribution networks optimization considering unknown flow directions and pipe diameters. Computers & Chemical Engineering 127, pages 41-48.
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Lin Wang, Huanling Hu, Rui Liu & Xiaojian Zhou. (2018) An improved differential harmony search algorithm for function optimization problems. Soft Computing 23:13, pages 4827-4852.
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S. Chandramouli. 2019. Water Resources and Environmental Engineering I. Water Resources and Environmental Engineering I 183 194 .
Xinchao Zhao, Zhaohua Liu, Junling Hao, Rui Li & Xingquan Zuo. (2017) Semi-self-adaptive harmony search algorithm. Natural Computing 16:4, pages 619-636.
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Nazmul Siddique & Hojjat Adeli. 2017. Nature-Inspired Computing. Nature-Inspired Computing 195 290 .
Do Guen YooDonghwi JungDoosun KangJoong Hoon Kim. (2017) Seismic Reliability–Based Multiobjective Design of Water Distribution System: Sensitivity Analysis. Journal of Water Resources Planning and Management 143:2.
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Bighnaraj Naik, Janmenjoy Nayak & Himansu Sekhar Behera. (2016) A Global-best Harmony Search based Gradient Descent Learning FLANN (GbHS-GDL-FLANN) for data classification. Egyptian Informatics Journal 17:1, pages 57-87.
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Do Yoo, Donghwi Jung, Doosun Kang & Joong Kim. (2016) Seismic-Reliability-Based Optimal Layout of a Water Distribution Network. Water 8:2, pages 50.
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Gebrail Bekdaş. (2014) Harmony Search Algorithm Approach for Optimum Design of Post-Tensioned Axially Symmetric Cylindrical Reinforced Concrete Walls. Journal of Optimization Theory and Applications 164:1, pages 342-358.
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Sinan Melih Nigdeli & Gebrail Bekdas. (2014) Optimum tuned mass damper approaches for adjacent structures. Earthquakes and Structures 7:6, pages 1071-1091.
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Souheil El Alimi, Taher Maatallah & Sassi Ben Nasrallah. (2014) Break-even analysis and optimization of a stand-alone hybrid system with battery storage for residential load consumption—A case study. Renewable and Sustainable Energy Reviews 37, pages 408-423.
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Gebrail Bekdas. (2014) Optimum design of axially symmetric cylindrical reinforced concrete walls. Structural Engineering and Mechanics 51:3, pages 361-375.
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P. Skworcow, D. Paluszczyszyn & B. Ulanicki. (2014) Pump schedules optimisation with pressure aspects in complex large-scale water distribution systems. Drinking Water Engineering and Science 7:1, pages 53-62.
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Ehsan Valian, Saeed Tavakoli & Shahram Mohanna. (2014) An intelligent global harmony search approach to continuous optimization problems. Applied Mathematics and Computation 232, pages 670-684.
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Do Guen Yoo, Joong Hoon Kim & Zong Woo Geem. (2013) Overview of Harmony Search algorithm and its applications in Civil Engineering. Evolutionary Intelligence 7:1, pages 3-16.
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P. Skworcow, D. Paluszczyszyn & B. Ulanicki. (2014) Pump schedules optimisation with pressure aspects in complex large-scale water distribution systems. Drinking Water Engineering and Science Discussions 7:1, pages 121-149.
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B. Coelho & A. Andrade-Campos. (2014) Efficiency achievement in water supply systems—A review. Renewable and Sustainable Energy Reviews 30, pages 59-84.
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I. Tégani, A. Aboubou, M.Y. Ayad, M. Becherif, R. Saadi & O. Kraa. (2014) Optimal Sizing Design and Energy Management of Stand-alone Photovoltaic/Wind Generator Systems. Energy Procedia 50, pages 163-170.
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D. Manjarres, I. Landa-Torres, S. Gil-Lopez, J. Del Ser, M.N. Bilbao, S. Salcedo-Sanz & Z.W. Geem. (2013) A survey on applications of the harmony search algorithm. Engineering Applications of Artificial Intelligence 26:8, pages 1818-1831.
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Kalyan R. Piratla & Samuel T. Ariaratnam. (2013) Design innovation leads to sustainable water distribution systems. Construction Innovation 13:3, pages 302-319.
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Xunhua Wang & Xuefeng Yan. (2013) Global best harmony search algorithm with control parameters co-evolution based on PSO and its application to constrained optimal problems. Applied Mathematics and Computation 219:19, pages 10059-10072.
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I. Tegani, A. Aboubou, M. Becherif, M. Y. Ayad, O. Kraa, M. Bahri & O. Akhrif. (2013) Optimal sizing study of hybrid wind/PV/diesel power generation unit using genetic algorithm. Optimal sizing study of hybrid wind/PV/diesel power generation unit using genetic algorithm.
Ioannis P. Kougias & Nicolaos P. Theodossiou. (2012) Multiobjective Pump Scheduling Optimization Using Harmony Search Algorithm (HSA) and Polyphonic HSA. Water Resources Management 27:5, pages 1249-1261.
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Zong Woo Geem. (2012) Size optimization for a hybrid photovoltaic–wind energy system. International Journal of Electrical Power & Energy Systems 42:1, pages 448-451.
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Saeed Tavakoli, Ehsan Valian & Shahram Mohanna. (2012) Feedforward neural network training using intelligent global harmony search. Evolving Systems 3:2, pages 125-131.
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Kalyan R. Piratla & Samuel T. Ariaratnam. (2012) Multi-Objective Criteria for the Optimal Design of Sustainable Water Distribution Networks. Multi-Objective Criteria for the Optimal Design of Sustainable Water Distribution Networks.
Erik Cuevas, Noé Ortega-Sánchez, Daniel Zaldivar & Marco Pérez-Cisneros. (2011) Circle Detection by Harmony Search Optimization. Journal of Intelligent & Robotic Systems 66:3, pages 359-376.
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Zong Woo GeemYoon-Ho Cho. (2011) Optimal Design of Water Distribution Networks Using Parameter-Setting-Free Harmony Search for Two Major Parameters. Journal of Water Resources Planning and Management 137:4, pages 377-380.
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Osama Moh’d Alia & Rajeswari Mandava. (2011) The variants of the harmony search algorithm: an overview. Artificial Intelligence Review 36:1, pages 49-68.
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Andrea Bolognesi, Cristiana Bragalli, Angela Marchi & Sandro Artina. (2010) Genetic Heritage Evolution by Stochastic Transmission in the optimal design of water distribution networks. Advances in Engineering Software 41:5, pages 792-801.
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Quan-Ke Pan, P.N. Suganthan, M. Fatih Tasgetiren & J.J. Liang. (2010) A self-adaptive global best harmony search algorithm for continuous optimization problems. Applied Mathematics and Computation 216:3, pages 830-848.
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Ashu Verma, P. R. Bijwe & B. K. Panigrahi. 2010. Computational Intelligence in Power Engineering. Computational Intelligence in Power Engineering 367 379 .
B. K. Panigrahi, V. Ravikumar Pandi, Swagatam Das & Ajith Abraham. 2010. Recent Advances In Harmony Search Algorithm. Recent Advances In Harmony Search Algorithm 65 75 .
Milan Cisty. 2010. Recent Advances In Harmony Search Algorithm. Recent Advances In Harmony Search Algorithm 123 134 .
Zong Woo Geem, Chung-Li Tseng & Justin C. Williams. 2009. Music-Inspired Harmony Search Algorithm. Music-Inspired Harmony Search Algorithm 113 127 .
Gordon Ingram & Tonghua Zhang. 2009. Music-Inspired Harmony Search Algorithm. Music-Inspired Harmony Search Algorithm 15 37 .

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