NDLI: Human resource planning under stochastic capacity demand — The case of data entry service providers

Content Provider	IEEE Xplore Digital Library
Author	Hua Li Qiang Liu Ming Dong
Copyright Year	2009
Description	Author affiliation: School of Economics and Management, Xidian University, Xi' an, P.R. China (Hua Li; Qiang Liu) \|\| Center for Research in Innovation Management, Brighton University, Falmer, Brighton, UK (Ming Dong)
Abstract	There is always uncertainty associated with human resource planning that are caused by the uncertainties in outsourcing projects, resulting in lack of or surplus human resources in the production process. This paper draws upon the principles and methods used in manufacturing capacity planning, to build a human resource planning model in stochastic demands. The model takes cost as an objective function in stochastic conditions. The stochastic marketing constraint was built through random capacity requirement variables. Based on a two-phase model of stochastic linear constraint, the certainty equation of stochastic human resource planning model is obtained. An algorithm that integrates Immune Clonal Selection Algorithm (ICSA) with linear programming (LP) is proposed. Treating human resource variables as preconditions, the LP is used to find solutions to the problem of entry capacity distribution strategy. The solution to entry capacity distribution strategy is then used as affinity function for ICSA. Through immune gene and clonal selection operation, the human resource integral variables are searched until the optimum solution achieved.
Starting Page	1349
Ending Page	1353
File Size	223754
Page Count	5
File Format	PDF
ISBN	9781424436712
DOI	10.1109/ICIEEM.2009.5344430
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2009-10-21
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Uncertainty Stochastic Model Distribution strategy Process planning Humans Stochastic processes Pulp manufacturing Immune Clonal Selection Algorithm (ICSA) Human Resource Planning (HRP) Production planning Outsourcing Capacity planning Immune system
Content Type	Text
Resource Type	Article

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