Title :
A comparative analysis of job scheduling algorithm
Author :
Chen, Yarong ; Guan, Zailin ; Shao, Xinyu
Author_Institution :
Mech. & Electr. Eng. Coll., Wenzhou Univ., Wenzhou, China
Abstract :
For complexity, randomness and dynamic characteristics, job scheduling problem is well known as NP-hard, and a lot of research about scheduling algorithms was conducted in the past. In this paper, the definition and classification of job scheduling problem are firstly given, and then a systematic and complete comparative analysis of job scheduling algorithms is carried out from the aspects of origin, characteristics, computation and application. Finally, some development trends and characteristics of job scheduling algorithms are proposed.
Keywords :
computational complexity; job shop scheduling; random processes; NP-hard; complexity; dynamic characteristics; job scheduling algorithm; randomness; Algorithm design and analysis; Dynamic scheduling; Heuristic algorithms; Job shop scheduling; Optimization; Processor scheduling; constraint programming; heuristics algorithm; job scheduling problem; scheduling algorithm; scheduling rules;
Conference_Titel :
Management Science and Industrial Engineering (MSIE), 2011 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4244-8383-9
DOI :
10.1109/MSIE.2011.5707607