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Title: :  A MACHINE GROUPING MODEL USING GENETIC ALGORITHM
PaperId: :  11260
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 6 Issue 1 2020
DUI:    16.0415/IJARIIE-11260
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Radhika BCochin University College of Engineering,Kuttanadu
C R ShiyasCochin University College of Engineering,Kuttanadu

Abstract

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

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IJARIIE Radhika B, and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM" International Journal Of Advance Research And Innovative Ideas In Education Volume 6 Issue 1 2020 Page 229-234
MLA Radhika B, and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education 6.1(2020) : 229-234.
APA Radhika B, & C R Shiyas. (2020). A MACHINE GROUPING MODEL USING GENETIC ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education, 6(1), 229-234.
Chicago Radhika B, 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.
Oxford 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, 2020, p. 229-234. Available from IJARIIE, http://ijariie.com/AdminUploadPdf/A_MACHINE_GROUPING_MODEL_USING_GENETIC_ALGORITHM_ijariie11260.pdf (Accessed : 22 January 2023).
Harvard Radhika B, and C R Shiyas. (2020) 'A MACHINE GROUPING MODEL USING GENETIC ALGORITHM', International Journal Of Advance Research And Innovative Ideas In Education, 6(1), pp. 229-234IJARIIE [Online]. Available at: http://ijariie.com/AdminUploadPdf/A_MACHINE_GROUPING_MODEL_USING_GENETIC_ALGORITHM_ijariie11260.pdf (Accessed : 22 January 2023)
IEEE 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, Jan-Feb 2020. [Online]. Available: http://ijariie.com/AdminUploadPdf/A_MACHINE_GROUPING_MODEL_USING_GENETIC_ALGORITHM_ijariie11260.pdf [Accessed : 22 January 2023].
Turabian Radhika B, and C R Shiyas. "A MACHINE GROUPING MODEL USING GENETIC ALGORITHM." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 6 number 1 (22 January 2023).
Vancouver Radhika B, and C R Shiyas. A MACHINE GROUPING MODEL USING GENETIC ALGORITHM. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2020 [Cited : 22 January 2023]; 6(1) : 229-234. Available from: http://ijariie.com/AdminUploadPdf/A_MACHINE_GROUPING_MODEL_USING_GENETIC_ALGORITHM_ijariie11260.pdf
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