دانلود مقاله ISI انگلیسی شماره 46149
ترجمه فارسی عنوان مقاله

مسئله متعادل کردن خط مونتاژ دوطرفه موازی نوع-E :مدل ریاضی و مورچه رویکرد مبتنی بر بهینه سازی کلونی با پارامترهای بهینه سازی شده

عنوان انگلیسی
Type-E parallel two-sided assembly line balancing problem: Mathematical model and ant colony optimisation based approach with optimised parameters
کد مقاله سال انتشار تعداد صفحات مقاله انگلیسی
46149 2015 14 صفحه PDF
منبع

Publisher : Elsevier - Science Direct (الزویر - ساینس دایرکت)

Journal : Computers & Industrial Engineering, Volume 84, June 2015, Pages 56–69

ترجمه کلمات کلیدی
خطوط مونتاژ موازی دو طرفه - خط مونتاژ نوع E- - بهینه سازی کلونی مورچه - روش سطح پاسخ - هوش مصنوعی
کلمات کلیدی انگلیسی
Parallel two-sided assembly lines; Type-E assembly line balancing; Ant colony optimisation; Response surface methodology; Artificial intelligence
پیش نمایش مقاله
پیش نمایش مقاله  مسئله متعادل کردن خط مونتاژ دوطرفه موازی نوع-E :مدل ریاضی و مورچه رویکرد مبتنی بر بهینه سازی کلونی با پارامترهای بهینه سازی شده

چکیده انگلیسی

The main purpose of this paper is to introduce type-E parallel two-sided assembly line balancing problem for the first time in the literature and to propose a new ant colony optimisation based approach for solving the problem. Different from the existing studies on parallel assembly line balancing problems in the literature, this paper aims to minimise two conflicting objectives, namely cycle time and number of workstations at the same time and proposes a mathematical model for the formal description of the problem. To the best of our knowledge, this is the first study which addresses both conflicting objectives on a parallel two-sided assembly line configuration. The developed ant colony optimisation algorithm is illustrated with an example to explain its procedures. An experimental design is also conducted to calibrate the parameters of the proposed algorithm using response surface methodology. Results obtained from the performed computational study indicate that minimising cycle time as well as number of workstations help increase system efficiency. It is also observed that the proposed algorithm finds promising results for the studied cases of type-E parallel two-sided assembly line balancing problem when the results are compared with those obtained from other three well-known heuristics.