Title :
Scheduling with random processing times to minimize completion time variance on a single machine subject to stochastic breakdowns
Author_Institution :
Coll. of Inf. technology & Sci., Nankai Univ., Tianjin, China
Abstract :
This paper addresses a problem of scheduling n jobs with random processing times on a single machine which is subject to stochastic breakdowns. The objective is to determine a job schedule to minimize the expected completion time variance. The deterministic equivalent of the stochastic scheduling problem is derived when the counting process N(t) related to the machine uptimes is a generalized Poisson process. Two properties of the optimal schedules, such as V-shaped property, are developed.
Keywords :
minimisation; scheduling; stochastic processes; V-shaped property; completion time variance minimization; generalized Poisson counting process; machine uptimes; random processing time scheduling; stochastic breakdowns; Delay; Educational institutions; Electric breakdown; Information technology; Optimal scheduling; Processor scheduling; Random variables; Single machine scheduling; Stochastic processes; Stochastic systems;
Conference_Titel :
Intelligent Control and Automation, 2002. Proceedings of the 4th World Congress on
Print_ISBN :
0-7803-7268-9
DOI :
10.1109/WCICA.2002.1022214