Using Fast Messy Genetic Algorithm to Optimally Schedule Pump Operation

Darwin Scheduler model based on fast messy genetic algorithm is utilized to best schedule the operation of the pump stations. Van Zyl, which is a well-known water network, is used to simulate the aforesaid model. FMGA reduces energy costs and the number of start/stop of the pumps. FMGA leads to the reduction of the maintenance costs.