A heuristic genetic algorithm for grouping manufacturing cells

C. H. Chu, C. C. Tsai

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

14 Citations (Scopus)

Abstract

In this paper, an efficient heuristic genetic algorithm (GA), considering the domain-specific characteristics of manufacturing cell design, was developed to model the cell formation (CF) problems, Its performance was compared with an optimization model and the traditional GA approach. Our study confirmed that considering domain-specific characteristics in the crossover and mutation operators could obtain very promising results.

Original languageEnglish (US)
Title of host publicationProceedings of the IEEE Conference on Evolutionary Computation, ICEC
Pages310-317
Number of pages8
Volume1
StatePublished - 2001
EventCongress on Evolutionary Computation 2001 - Soul, Korea, Republic of
Duration: May 27 2001May 30 2001

Other

OtherCongress on Evolutionary Computation 2001
CountryKorea, Republic of
CitySoul
Period5/27/015/30/01

Fingerprint

Cellular manufacturing
Heuristic algorithms
Genetic algorithms

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Engineering(all)

Cite this

Chu, C. H., & Tsai, C. C. (2001). A heuristic genetic algorithm for grouping manufacturing cells. In Proceedings of the IEEE Conference on Evolutionary Computation, ICEC (Vol. 1, pp. 310-317)
Chu, C. H. ; Tsai, C. C. / A heuristic genetic algorithm for grouping manufacturing cells. Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. Vol. 1 2001. pp. 310-317
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Chu, CH & Tsai, CC 2001, A heuristic genetic algorithm for grouping manufacturing cells. in Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. vol. 1, pp. 310-317, Congress on Evolutionary Computation 2001, Soul, Korea, Republic of, 5/27/01.

A heuristic genetic algorithm for grouping manufacturing cells. / Chu, C. H.; Tsai, C. C.

Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. Vol. 1 2001. p. 310-317.

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

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Chu CH, Tsai CC. A heuristic genetic algorithm for grouping manufacturing cells. In Proceedings of the IEEE Conference on Evolutionary Computation, ICEC. Vol. 1. 2001. p. 310-317