Title :
Simulation Based Parallel Genetic Algorithm to the Lockage Co-scheduling of the Three Gorges Project
Author :
Zhang, Xiaopan ; Fu, Xide ; Yuan, Xiaohui
Author_Institution :
Sch. of Natural Resources & Environ. Eng., Wuhan Univ. of Technol., Wuhan
Abstract :
The lockage co-scheduling problem of the five locks in the Three Gorges Project is studied. Itpsilas an NP-hard combinational optimization with large dimension coursed by the multi chamber sizes, multi lockage styles and large quantity of vessels. A simulation based parallel genetic algorithm (SBPGA) is proposed to make each lock optimized locally and independently by the parallel genetic procedure and the global integrated performance of the locks is evaluated by the lockage simulation. Results under real historical data show its efficiency and feasible.
Keywords :
Web services; combinatorial mathematics; genetic algorithms; natural sciences computing; NP-hard combinational optimization; Three Gorges Project; lockage coscheduling; parallel genetic algorithm; Computational modeling; Computer science; Dispatching; Genetic algorithms; Genetic engineering; Meteorology; Navigation; Rivers; Scheduling algorithm; Software engineering; Three Gorges Project; lockage scheduling; parallel genetic;
Conference_Titel :
Computer Science and Software Engineering, 2008 International Conference on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-0-7695-3336-0
DOI :
10.1109/CSSE.2008.956