A MACHINE GROUPING MODEL USING GENETIC ALGORITHM

Radhika B; C R Shiyas

A MACHINE GROUPING MODEL USING GENETIC ALGORITHM

January 2020

Vol-6, Issue-1

Paper ID: 11260

ISSN: 2395-4396

Downloads: 0

Abstract & Details

Research Area

Computer Science

Keywords

Cellular Group technology manufacturing systems Genetic algorithm Bi-objective model Heterogeneity

Abstract

Group Technology principles leads to Cellular Manufacturing and it is suitable for producing small to medium batch sizes and a variety of products can be made in such a system. A model is proposed here for the design of cellular manufacturing systems with the machine part incidence matrix (MPIM) the input. The problem is a bi-objective model to minimize the number of exceptional elements and Heterogeneity of cells. The model uses a Genetic Algorithm based solution method for finding the optimum solution. Here a model is designed with the two conflicting objectives which lead to many solutions to the model. A separate heuristic is applied for part family formation. The new model is experimented with some problems which provide good results

License

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Author Information

#	Name	Institute / Affiliation
1	Radhika B	Cochin University College of Engineering,Kuttanadu
2	C R Shiyas	Cochin University College of Engineering,Kuttanadu

How to Cite

Use the following formats to cite this article in your research.

APA Style

B, Radhika & Shiyas, C R (2020). A MACHINE GROUPING MODEL USING GENETIC ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education, 6(1), 229-234.

MLA Style

B, Radhika, and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 1, 2020, pp. 229-234.

IEEE Style

Radhika B and C R Shiyas, "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM," International Journal of Advance Research and Innovative Ideas In Education, vol. 6, no. 1, pp. 229-234, 2020.

Vancouver Style

B Radhika, Shiyas C R. A MACHINE GROUPING MODEL USING GENETIC ALGORITHM. International Journal of Advance Research and Innovative Ideas In Education. 2020;6(1):229-234.

Harvard Style

B, Radhika & Shiyas, C R (2020) 'A MACHINE GROUPING MODEL USING GENETIC ALGORITHM', International Journal of Advance Research and Innovative Ideas In Education, 6(1), pp. 229-234.

Chicago Style

B, Radhika and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 6, no. 1 (2020): 229-234.

Turabian Style

B, Radhika and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM." International Journal of Advance Research and Innovative Ideas In Education 6, no. 1 (2020): 229-234.