期刊
ENGINEERING OPTIMIZATION
卷 41, 期 4, 页码 297-311出版社
TAYLOR & FRANCIS LTD
DOI: 10.1080/03052150802449227
关键词
harmony search; particle swarm optimization; water distribution network
The optimal design of water distribution networks is a non-linear, multi-modal, and constrained problem classified as an NP-hard combinatorial problem. Because of the drawbacks of calculus-based algorithms, the problem has been tackled by assorted stochastic algorithms, such as the genetic algorithm, simulated annealing, tabu search, shuffled frog-leaping algorithm, ant colony optimization algorithm, harmony search, cross entropy, and scatter search. This study proposes a modified harmony search algorithm incorporating particle swarm concept. This algorithm was applied to the design of four bench-mark networks (two-loop, Hanoi, Balerma, and New York City networks), with good results.
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