Title :
A new filter and fan algorithm with kick strategy for single-machine tardiness scheduling with sequence-dependent setups
Author :
Luo, Jia-xiang ; Liu, Hai-ming ; Yuan, Peng
Author_Institution :
Eng. Res. Center for Sophisticated Electron. Equip. Manuf., South China Univ. of Technol., Guangzhou, China
Abstract :
In this paper, a filter and fan method is proposed for the single-machine tardiness scheduling problem with sequence-dependent setups, which is a typical NP-hard combinational optimization problem. The method searches the solution space by means of neighborhood search tree and the tree branches are extended by predefined moves. To enhance the algorithm ability of escaping from local optima, kick strategy of iterated local search is embedded into the method. Computational results on benchmark instances show that the method obtains solutions that are comparative to the known solutions.
Keywords :
computational complexity; optimisation; trees (mathematics); NP-hard problem; combinational optimization problem; filter and fan method; neighborhood search tree method; sequence-dependent setups problem; single-machine tardiness scheduling; Educational institutions; Educational technology; Electronic equipment manufacture; Filters; Job shop scheduling; Optimization methods; Processor scheduling; Scheduling algorithm; Single machine scheduling; Space technology; filter and fan method; kick strategy; single-machine tardiness scheduling;
Conference_Titel :
Intelligent Computing and Intelligent Systems, 2009. ICIS 2009. IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-4754-1
Electronic_ISBN :
978-1-4244-4738-1
DOI :
10.1109/ICICISYS.2009.5357806