Design of Group Technology and Improvement by using Genetic Algorithm
| Research Area: | Volume 4 Issue 2, March. 2015 | Year: | 2015 |
|---|---|---|---|
| Type of Publication: | Article | Keywords: | Genetic Algorithm, Generate Groups, Initial Matrix, Final Matrix |
| Authors: |
|
||
| Journal: | IJEIR | Volume: | 4 |
| Number: | 2 | Pages: | 348-353 |
| Month: | March | ||
| Abstract: | Because of the failure of the internal arrangement of the plant to achieve the strategic objectives of the operations and the lack of an efficient production process flow. Cellular manufacturing emerged as a production strategy capable of solving the certain problems of complexity and long manufacturing lead times in batch production. The fundamental problem in cellular manufacturing is the formation of product families and machine cells. This research presents a new approach for obtaining machine cells and product families. The approach combines a local heuristic with a genetic algorithm(GA). Computational experience produced solution with the algorithm on a set of group technology (GT) problems available in the research is also presented. It was the application of this new entrance (genetic algorithm (GA)) in plastic bags factory in Hilla-Iraq, to the families of the design of products and machinery cells and improve the efficiency of the group for nearly 59% of those problems. |
||
|
Full text:
IJEIR-1522_Final.pdf | |||
Indexed By:
















Our Journals
| IJECCE International Journal of Electronics Communication and Computer Engineering ISSN(Online): 2249 - 071X ISSN (Print) : 2278 – 4209 www.ijecce.org Submissions open |
IJAIR International Journal of Agriculture Innovations and Research ISSN(Online) : 2319 – 1473 www.ijair.org Submissions open |
IJISM International Journal of Innovation in Science and Mathematics ISSN : 2347 – 9051 www.ijism.org Submissions open |
| IJEIR International Journal of Engineering Innovations and Research ISSN(Online) : 2277 – 5668 www.ijeir.org Submissions are open. |
IJAIM International Journal of Artificial Intelligence and Mechatronics ISSN(Online) : 2320 – 5121 www.ijaim.org Submissions open |
IJRAS International Journal of Research in Agricultural Sciences ISSN(Online) : 2348 – 3997 www.ijras.org Submissions open |
IJEIR-1522_Final.pdf
"Submissions Open For Vol. 15,Issue 1, Jan. - Feb.,2026"