Optimal design of water distribution networks using whale optimization algorithm

References

• Alperovits, E., and U. Shamir. 1977. “Design of Optimal Water Distribution Systems.” Water Resources Research 13 (6): 885–900. doi:10.1029/WR013i006p00885.
   Web of Science ®Google Scholar
• Babu, K. S. J., and D. P. Vijayalakshmi. 2013. “Self-adaptive PSO-GA Hybrid Model for Combinatorial Water Distribution Network Design.” Journal of Pipeline Systems Engineering and Practice 4 (1): 57–67. doi:10.1061/(ASCE)PS.1949-1204.0000113.
   Web of Science ®Google Scholar
• Cunha, M. D. C., and J. Sousa. 1999. “Water Distribution Network Design Optimization: Simulated Annealing Approach.” Journal of Water Resources Planning and Management 125 (4): 215–221. doi:10.1061/(ASCE)0733-9496(1999)125:4(215).
   Web of Science ®Google Scholar
• El-Ghandour, H. A., and E. Elbeltagi. 2018. “Comparison of Five Evolutionary Algorithms for Optimization of Water Distribution Networks.” Journal of Computing in Civil Engineering 32 (1): 04017066. doi:10.1061/(ASCE)CP.1943-5487.0000717.
   Web of Science ®Google Scholar
• Eusuff, M. M., and K. E. Lansey. 2003. “Optimization of Water Distribution Network Design Using the Shuffled Frog Leaping Algorithm.” Journal of Water Resources Planning and Management 129 (3): 210–225. doi:10.1061/(ASCE)0733-9496(2003)129:3(210).
   Web of Science ®Google Scholar
• Ezzeldin, R., B. Djebedjian, and T. Saafan. 2014. “Integer Discrete Particle Swarm Optimization of Water Distribution Networks.” Journal of Pipeline Systems Engineering and Practice 5 (1): 04013013. doi:10.1061/(ASCE)PS.1949-1204.0000154.
   Web of Science ®Google Scholar
• Fallah, H., S. Ghazanfari, C. R. Suribabu, and E. Rashedi. 2019. “Optimal Pipe Dimensioning in Water Distribution Networks Using Gravitational Search Algorithm.” ISH Journal of Hydraulic Engineering 1–14. doi:10.1080/09715010.2019.1624630.
   Google Scholar
• Fujiwara, O., and D. B. Khang. 1990. “A Two-phase Decomposition Method for Optimal Design of Looped Water Distribution Networks.” Water Resources Research 26 (4): 539–549. doi:10.1029/WR026i004p00539.
   Web of Science ®Google Scholar
• Geem, Z. W. 2006. “Improved Harmony Search from Ensemble of Music Players.” In Knowledge-Based Intelligent Information and Engineering Systems, edited by B. Gabrys, R. J. Howlett, and L. C. Jain, Lecture Notes in Artificial Intelligence, Vol. 4251, 86–93. doi:10.1007/11892960_11.
   Google Scholar
• Geem, Z. W. 2009. “Particle-swarm Harmony Search for Water Network Design.” Engineering Optimization 41 (4): 297–311. doi:10.1080/03052150802449227.
   Web of Science ®Google Scholar
• Kadu, M. S., R. Gupta, and P. R. Bhave. 2008. “Optimal Design of Water Networks Using a Modified Genetic Algorithm with Reduction in Search Space.” Journal of Water Resources Planning and Management 134 (2): 147–160. doi:10.1061/(ASCE)0733-9496(2008)134:2(147).
   Web of Science ®Google Scholar
• Kalaipriyan, T., J. Amudhavel, and P. Sujatha. 2017. “Whale Optimization Algorithm for Combined Heat and Power Economic Dispatch.” Advances and Applications in Mathematical Sciences 17 (1): 197–211. doi:10.1155/2017/6563498.
   Web of Science ®Google Scholar
• Kavetski, D., Y. Qin, and G. Kuczera. 2018. “The Fast and the Robust: Trade-offs between Optimization Robustness and Cost in the Calibration of Environmental Models.” Water Resources Research 54 (11): 9432–9455. doi:10.1029/2017WR022051.
   Web of Science ®Google Scholar
• Kennedy, J., and R. C. Eberhart. 1995. “Particle Swarm Optimization.” In Proceedigs, IEEE International Conference on Neural Networks, 1942–1948. Perth, WA, Australia. doi:10.1109/ICNN.1995.488968.
   Google Scholar
• Larock, B. E., R. W. Jeppson, and G. Z. Watters. 2000. Hydraulics of Pipeline Systems. New York: CRC Press LLC.
   Google Scholar
• Mala-Jetmarova, H., N. Sultanova, and D. Savic. 2018. “Lost in Optimisation of Water Distribution Systems? A Literature Review of System Design.” Water 10 (3): 307. doi:10.3390/w10030307.
   Web of Science ®Google Scholar
• Marchi, A., G. Dandy, A. Wilkins, and H. Rohrlach. 2014. “Methodology for Comparing Evolutionary Algorithms for Optimization of Water Distribution Systems.” Journal of Water Resources Planning and Management 140 (1): 22–31. doi:10.1061/(ASCE)WR.1943-5452.0000321.
   Web of Science ®Google Scholar
• Mirjalili, S., and A. Lewis. 2016. “The Whale Optimization Algorithm.” Advances in Engineering Software 95: 51–67. doi:10.1016/j.advengsoft.2016.01.008.
   Web of Science ®Google Scholar
• Mirjalili, S., S. M. Mirjalili, S. Saremi, and S. Mirjalili. 2020. “Whale Optimization Algorithm: Theory, Literature Review, and Application in Designing Photonic Crystal Filters.” In Nature-Inspired Optimizers, edited by S. Mirjalili, J. Dong, and A. Lewis, Studies in Computational Intelligence, Vol. 811, 219–238. Cham: Springer.
   Google Scholar
• Moosavian, N., and B. J. Lence. 2019. “Fittest Individual Referenced Differential Evolution Algorithms for Optimization of Water Distribution Networks.” Journal of Computing in Civil Engineering 33 (6): 04019036. doi:10.1061/(ASCE)CP.1943-5487.0000849.
   Web of Science ®Google Scholar
• Mora-Melia, D., P. L. Iglesias-Rey, F. J. Martinez-Solano, and P. Ballesteros-Pérez. 2015. “Efficiency of Evolutionary Algorithms in Water Network Pipe Sizing.” Water Resources Management 29 (13): 4817–4831. doi:10.1007/s11269-015-1092-x.
   Web of Science ®Google Scholar
• Praneeth, P., A. Vasan, and K. S. Raju. 2019. “Pipe Size Design Optimization of Water Distribution Networks Using Water Cycle Algorithm.” In Harmony Search and Nature Inspired Optimization Algorithms, 1057–1067. Singapore: Springer. doi:10.1007/978-981-13-0761-4_99.
   Google Scholar
• Rayan, M. A., B. Djebedjian, N. Gad-EL-Hak, and A. Herrick. 2003. “Optimization of Potable Water Network (Case Study).” In Proceedigs, 7th International Water Technology Conference (IWTC7), 507–522. Alexandria, Egypt: International Water Technology Association, April 1–3.
   Google Scholar
• Reca, J., J. Martinez, and R. Lopez. 2017. “A Hybrid Water Distribution Networks Design Optimization Method Based on a Search Space Reduction Approach and a Genetic Algorithm.” Water 9 (11): 845. doi:10.3390/w9110845.
   Web of Science ®Google Scholar
• Rohani, M., G. Shafabakhsh, A. Haddad, and E. Asnaashari. 2016. “The Workflow Planning of Construction Sites Using Whale Optimization Algorithm (WOA).” The Turkish Online Journal of Design, Art and Communication (TOJDAC) 6: 2938–2950. doi:10.7456/1060NVSE/107.
   Google Scholar
• Sadollah, A., D. G. Yoo, and J. H. Kim. 2015. “Improved Mine Blast Algorithm for Optimal Cost Design of Water Distribution Systems.” Engineering Optimization 47 (12): 1602–1618. doi:10.1080/0305215X.2014.979815.
   Web of Science ®Google Scholar
• Savic, D. A., and G. A. Walters. 1997. “Genetic Algorithms for Least-cost Design of Water Distribution Networks.” Journal of Water Resources Planning and Management 123 (2): 67–77. doi:10.1061/(ASCE)0733-9496(1997)123:2(67).
   Web of Science ®Google Scholar
• Sheikholeslami, R., and S. Talatahari. 2016. “Developed Swarm Optimizer: A New Method for Sizing Optimization of Water Distribution Systems.” Journal of Computing in Civil Engineering 30 (5): 04016005. doi:10.1061/(ASCE)CP.1943-5487.0000552.
   Web of Science ®Google Scholar
• Sheikholeslami, R., A. C. Zecchin, F. Zheng, and S. Talatahari. 2016. “A Hybrid Cuckoo–Harmony Search Algorithm for Optimal Design of Water Distribution Systems.” Journal of Hydroinformatics 18 (3): 544–563. doi:10.2166/hydro.2015.174.
   Web of Science ®Google Scholar
• Shirzad, A. 2017. “Shortening the Search Time in Optimization of Water Distribution Networks.” Urban Water Journal 14 (10): 1038–1044. doi:10.1080/1573062X.2017.1325502.
   Web of Science ®Google Scholar
• Suribabu, C. R. 2010. “Differential Evolution Algorithm for Optimal Design of Water Distribution Networks.” Journal of Hydroinformatics 12 (1): 66–82. doi:10.2166/hydro.2010.014.
   Web of Science ®Google Scholar
• Suribabu, C. R. 2012. “Heuristic-based Pipe Dimensioning Model for Water Distribution Networks.” Journal of Pipeline Systems Engineering and Practice 3 (4): 115–124. doi:10.1061/(ASCE)PS.1949-1204.0000104.
   Web of Science ®Google Scholar
• Suribabu, C. R., and T. R. Neelakantan. 2006. “Design of Water Distribution Networks Using Particle Swarm Optimization.” Urban Water Journal 3 (2): 111–120. doi:10.1080/15730620600855928.
   Google Scholar
• Vasan, A., and S. P. Simonovic. 2010. “Optimization of Water Distribution Network Design Using Differential Evolution.” Journal of Water Resources Planning and Management 136 (2): 279–287. doi:10.1061/(ASCE)0733-9496(2010)136:2(279).
   Web of Science ®Google Scholar
• Whale Optimization Algorithm (WOA) Source Codes. 2016. Accessed 2019. https://www.mathworks.com/matlabcentral/mlc-downloads/downloads/submissions/55670/versions/2/previews/WOA_Toolbox/WOA_toolbox.m/index.html
   Google Scholar
• Yan, Z., J. Sha, B. Liu, W. Tian, and J. Lu. 2018. “An Ameliorative Whale Optimization Algorithm for Multi-objective Optimal Allocation of Water Resources in Handan, China.” Water 10 (1): 87. doi:10.3390/w10010087.
   Web of Science ®Google Scholar
• Zecchin, A. C., H. R. Maier, A. R. Simpson, M. Leonard, and J. B. Nixon. 2007. “Ant Colony Optimization Applied to Water Distribution System Design: Comparative Study of Five Algorithms.” Journal of Water Resources Planning and Management 133 (1): 87–92. doi:10.1061/(ASCE)0733-9496(2007)133:1(87).
   Web of Science ®Google Scholar