“…However, in WDNs, the optimization process by trial and error methods can present difficulties due to the complexity of these systems such as multiple pumps, valves and reservoirs, head losses, large variations in pressure values, several demand loads, etc. For this reason, innovative linear (Sarbu and Ostafe, 2016), nonlinear (Samani and Naeeni, 1996;Djebedjian et al, 2000;Sarbu and Kalmar, 2002) and heuristic (Simpson et al, 1994;Cunha and Sousa, 2001;Zecchin et al, 2005;Vasan and Simonovic, 2010;Babu and Vijayalakshmi, 2013;Yazdi et al, 2017;El-Ghandour and Elansary, 2018) optimization algorithms are becoming more widely explored in optimization processes of the WDNs. In the solution procedure, each algorithm is linked with a hydraulic analysis solver of WDNs to obtain the optimum solution.…”