DocumentCode :
1596966
Title :
Cooperative Particle Swarm Optimization for Steel Making Scheduling
Author :
Huimin, Gao ; Jianchao, Zeng
Author_Institution :
Taiyuan Univ. of Sci. & Technol., Taiyuan
Volume :
4
fYear :
2007
Firstpage :
522
Lastpage :
526
Abstract :
0-1 integer programming model of steel making scheduling was presented. Boolean algebra was applied to restrict the search space of particle swarm optimization to 0-1 space. As for the difficulty of constraint problem of 0-1 integer programming, a cooperative particle swarm optimization(CPSO) algorithm was proposed, which embody two particle swarms, one´s goal is to minimize the objective function, the other is to meet the constraint condition. Two particle swarms cooperate to solve the 0-1 integer programming problem. The CPSO algorithm has been applied to solve the steel making scheduling problem successfully.
Keywords :
Boolean algebra; constraint theory; integer programming; particle swarm optimisation; scheduling; search problems; steel industry; Boolean algebra; constraint problem; cooperative particle swarm optimization; integer programming model; search space; steel making scheduling; Computational modeling; Computer simulation; Furnaces; Iron; Linear programming; Particle swarm optimization; Processor scheduling; Slabs; Space technology; Steel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2007. ICNC 2007. Third International Conference on
Conference_Location :
Haikou
Print_ISBN :
978-0-7695-2875-5
Type :
conf
DOI :
10.1109/ICNC.2007.318
Filename :
4344729
Link To Document :
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