Improved genetic algorithm optimization of water distribution system design by incorporating domain knowledge ?
A new heuristic sampling method is introduced for the optimization of WDSs using GAs. The proposed PHSM performs better than three other sampling methods. The advantages are both in efficiency and the ability to find near-optimal solutions. The relative advantage of using the PHSM increases with network size and complexity.
genetic algorithms optimization water distribution systems domain knowledge heuristics computational efficiency