Title :
A feedback control approach to solve manpower planning problem under uncertainty demand
Author :
Li, Yongjian ; Cai, Xiacqiang ; Tu, Fengsheng
Author_Institution :
Sch. of Econ. & Manage., Tsinghua Univ., Beijing, China
Abstract :
We consider a manpower planning problem (MPP) with single type of job under uncertainty demands over a long planning horizon where dynamic demands for manpower must be fulfilled by allocating enough number of employees. Taking into account the recruitment/dismissal factors and setup cost and considering staff substitution, we formulate the problem as a multi-period stochastic decision model. A mean value model approach is developed to solve this kind of stochastic problem through a feedback control scheme. Then an example is presented to illustrate the validity of the approach.
Keywords :
decision theory; dynamic programming; feedback; labour resources; recruitment; stochastic processes; stochastic programming; termination of employment; dismissal factors; dynamic programming; employees; feedback control; long planning horizon; manpower planning problem; mean value model; multiperiod stochastic decision model; recruitment factors; setup cost; staff substitution; stochastic problem; uncertainty demands; Costs; Decision support systems; Dynamic programming; Feedback control; Job shop scheduling; Labor resources; Meeting planning; Recruitment; Stochastic processes; Uncertainty;
Conference_Titel :
Intelligent Control and Automation, 2004. WCICA 2004. Fifth World Congress on
Print_ISBN :
0-7803-8273-0
DOI :
10.1109/WCICA.2004.1342100