Two stage stochastic integer programming model for workforce cross training

Ozgur Araz, John W. Fowler

Research output: Contribution to conferencePaper

1 Citation (Scopus)

Abstract

Uncertainty of product demand in the semiconductor manufacturing drives the need for decision makers to have robust plans about their workforce requirements over a finite time horizon. In today's competitive business environment uncertainty in labor costs and operator productivity levels can affect the validity of production plans. This paper gives a stochastic integer programming formulation of workforce planning activities (hiring, crosstraining and firing) under demand uncertainty and considers the stochastic nature of worker productivity when they are cross-trained. The objective of the model is to minimize the total workforce related costs under the condition of satisfying product demands. Benders Decomposition is used to solve the two stage stochastic programming model by relaxing second stage integrality and preliminary results are presented.

Original languageEnglish (US)
Pages314-319
Number of pages6
StatePublished - Dec 1 2008
EventIIE Annual Conference and Expo 2008 - Vancouver, BC, Canada
Duration: May 17 2008May 21 2008

Conference

ConferenceIIE Annual Conference and Expo 2008
CountryCanada
CityVancouver, BC
Period5/17/085/21/08

Fingerprint

Integer programming
Productivity
Stochastic programming
Costs
Personnel
Semiconductor materials
Decomposition
Planning
Uncertainty
Industry

Keywords

  • Benders decomposition
  • Cross-training
  • Two-stage stochastic programs
  • Workforce planning

ASJC Scopus subject areas

  • Computer Science Applications
  • Software
  • Industrial and Manufacturing Engineering

Cite this

Araz, O., & Fowler, J. W. (2008). Two stage stochastic integer programming model for workforce cross training. 314-319. Paper presented at IIE Annual Conference and Expo 2008, Vancouver, BC, Canada.

Two stage stochastic integer programming model for workforce cross training. / Araz, Ozgur; Fowler, John W.

2008. 314-319 Paper presented at IIE Annual Conference and Expo 2008, Vancouver, BC, Canada.

Research output: Contribution to conferencePaper

Araz, O & Fowler, JW 2008, 'Two stage stochastic integer programming model for workforce cross training', Paper presented at IIE Annual Conference and Expo 2008, Vancouver, BC, Canada, 5/17/08 - 5/21/08 pp. 314-319.
Araz O, Fowler JW. Two stage stochastic integer programming model for workforce cross training. 2008. Paper presented at IIE Annual Conference and Expo 2008, Vancouver, BC, Canada.
Araz, Ozgur ; Fowler, John W. / Two stage stochastic integer programming model for workforce cross training. Paper presented at IIE Annual Conference and Expo 2008, Vancouver, BC, Canada.6 p.
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