DocumentCode :
175843
Title :
Water supply route optimization for reservoir emergency based on improved ant colony algorithm
Author :
Du Xiang-run ; Zhang Jian-long ; Feng Min-quan
Author_Institution :
Inst. of Water Conservancy & Hydroelectric Power, Xi´an Univ. of Technol., Xi´an, China
fYear :
2014
fDate :
May 31 2014-June 2 2014
Firstpage :
1354
Lastpage :
1359
Abstract :
In order to improve water supply in the path optimization problems, an improved Ant Colony based on the mathematical model of water supply is put forward to figure out optimization algorithm. Using the improved ant colony algorithm research water supply pipe network optimization problems. The inspire information was normalized process and the global strategy preferred node probability select based on the the introduced virtual path distance to the initial node in telection strategy. In the tpdate strategy, used local and global pheromone update and combined adaptive adjustment of the ants number and increased random interference improvement. The results show that the improved ant colony algorithm calculated better than basic ant colony algorithm from the each indicators. It can be seen the improved algorithm can improve the global search ability and convergence speed, can be quickly and effectively to solve the optimal solution path or near optimal solution of water supply. It can provide reference for the choice of the path of water supply.
Keywords :
ant colony optimisation; convergence; pipes; probability; reservoirs; search problems; water supply; adaptive adjustment; ant number; convergence speed; global search ability; global strategy; improved ant colony algorithm; inspire information; mathematical model; near optimal solution; node probability; optimal solution path; optimization algorithm; path optimization problem; pheromone update; random interference improvement; reservoir emergency; selection strategy; update strategy; virtual path distance; water supply pipe network optimization problem; water supply route optimization; Algorithm design and analysis; Cities and towns; Convergence; Optimization; Reservoirs; Water pollution; Ba Jiazui reservoir; Improved ant colony algorithms; Water resources development; emergency water supply; path optimization;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and Decision Conference (2014 CCDC), The 26th Chinese
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-3707-3
Type :
conf
DOI :
10.1109/CCDC.2014.6852377
Filename :
6852377
Link To Document :
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