Assignment problem with learning effect

Jung Man Lee, Young Hoon Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper deals with the assignment problem of the agent and the task considering learning effect. The learning effect is defined as the improvement degree of business efficiency affected by experience. Matching between agents and tasks are determined by maximizing the total business efficiency according to the improvement of capability. In this paper, the integer programming formulation with learning effect is proposed. A lagrangian heuristic is developed, and the computational experiments and performance evaluations are conducted for various instances.

Original languageEnglish
Title of host publication40th International Conference on Computers and Industrial Engineering
Subtitle of host publicationSoft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010
DOIs
Publication statusPublished - 2010 Dec 1
Event40th International Conference on Computers and Industrial Engineering, CIE40 2010 - Awaji, Japan
Duration: 2010 Jul 252010 Jul 28

Publication series

Name40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010

Other

Other40th International Conference on Computers and Industrial Engineering, CIE40 2010
CountryJapan
CityAwaji
Period10/7/2510/7/28

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All Science Journal Classification (ASJC) codes

  • Computational Theory and Mathematics
  • Software

Cite this

Lee, J. M., & Lee, Y. H. (2010). Assignment problem with learning effect. In 40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010 [5668329] (40th International Conference on Computers and Industrial Engineering: Soft Computing Techniques for Advanced Manufacturing and Service Systems, CIE40 2010). https://doi.org/10.1109/ICCIE.2010.5668329