TY - JOUR
T1 - Coupled topology and pipe size optimization of water distribution systems
AU - Saleh, Salah H A
AU - Tanyimboh, Tiku
PY - 2013/10
Y1 - 2013/10
N2 - This paper describes a new multi-objective evolutionary optimization approach to the simultaneous layout and pipe size design of water distribution systems. Pressure-deficient and topologically infeasible solutions are fully incorporated in the genetic algorithm without recourse to constraint violation penalties or tournaments. The proposed approach is demonstrated by solving three benchmark problems taken from the literature. New optimal layouts and/or new feasible solutions that are cheaper than the best solutions in the literature were found for both branched and looped network configurations. Specifically, a new best solution was generated for each of the above-mentioned benchmark problems. In addition, the case of the looped design of a hitherto branched network in the literature was considered. Detailed results are included that show that the proposed approach achieves good solutions efficiently and consistently.
AB - This paper describes a new multi-objective evolutionary optimization approach to the simultaneous layout and pipe size design of water distribution systems. Pressure-deficient and topologically infeasible solutions are fully incorporated in the genetic algorithm without recourse to constraint violation penalties or tournaments. The proposed approach is demonstrated by solving three benchmark problems taken from the literature. New optimal layouts and/or new feasible solutions that are cheaper than the best solutions in the literature were found for both branched and looped network configurations. Specifically, a new best solution was generated for each of the above-mentioned benchmark problems. In addition, the case of the looped design of a hitherto branched network in the literature was considered. Detailed results are included that show that the proposed approach achieves good solutions efficiently and consistently.
KW - water distribution system
KW - topology optimization
KW - penalty-free evolutionary optimization approach
KW - multi-objective optimization
UR - http://link.springer.com/journal/11269
U2 - 10.1007/s11269-013-0439-4
DO - 10.1007/s11269-013-0439-4
M3 - Article
SN - 0920-4741
VL - 27
SP - 4795
EP - 4814
JO - Water Resources Management
JF - Water Resources Management
IS - 14
ER -