Title :
Heuristics for uniform parallel machine scheduling problem with minimizing makespan
Author :
Kai Li ; Zhang, Shu-Chu
Author_Institution :
Sch. of Manage., Hefei Univ. of Technol., Hefei
Abstract :
This paper considers the problem of uniform parallel machine scheduling with unequal release dates so as to minimize makespan. This problem is proved to an NP-hard problem. Heuristics in existence for the problem are analyzed, and then we present an improved algorithm. The performance of the algorithms by experiment is also analyzed. The heuristic is further extended by applying the method of variable neighborhood search, which is used for improving the quality of the solutions obtained by the original heuristics.
Keywords :
computational complexity; minimisation; parallel machines; processor scheduling; search problems; NP-hard problem; makespan minimization; uniform parallel machine scheduling problem; variable neighborhood search method; Algorithm design and analysis; Automation; Conference management; Educational technology; Laboratories; Logistics; Machine intelligence; Parallel machines; Scheduling; Technology management; Heuristic; Makespan; Release date; Uniform parallel machine scheduling; Variable neighborhood search;
Conference_Titel :
Automation and Logistics, 2008. ICAL 2008. IEEE International Conference on
Conference_Location :
Qingdao
Print_ISBN :
978-1-4244-2502-0
Electronic_ISBN :
978-1-4244-2503-7
DOI :
10.1109/ICAL.2008.4636159