search query: @author Gupta, M. / total: 11
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| Author: | Gupta, M. Gupta, Y. Kumar, A. |
| Title: | Minimizing flow time variance in a single machine system using genetic algorithms |
| Journal: | European Journal of Operational Research
1993 : NOV 12, VOL. 70:3, p. 289-303 |
| Index terms: | SCHEDULING EXPERIMENT DESIGN OPERATIONAL RESEARCH |
| Language: | eng |
| Abstract: | In this paper, the authors address an n-job, single machine scheduling problem with an objective to minimize the flow time variance. The authors propose heuristic procedure based on genetic algorithms with the potential to address more generalized objective function such as weighted flow time variance. The development and implementation of the algorithm is supported with literature review and statistical analysis of the results. Some general guidelines to select the parameter values of the genetic algorithm are also developed using an experimental design approach. |
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