Title of article
Design of a New Mathematical Model for Integrated Dynamic Cellular Manufacturing Systems and Production Planning
Author/Authors
Aghajani-Delavar, N Department of Industrial Engineering - Faculty of Industrial and Mechanical Engineering - Qazvin Branch - Islamic Azad University , Mehdizadeh, E Department of Industrial Engineering - Faculty of Industrial and Mechanical Engineering - Qazvin Branch - Islamic Azad University , Torabi, S.A School of Industrial Engineering - College of Engineering - University of Tehran , Tavakkoli-Moghaddam. R Research Center for Organizational Processes Improvement
Pages
9
From page
746
To page
754
Abstract
This paper presents a new mathematical model for integrated dynamic cellular manufacturing systems
and production planning that minimizes machine purchasing, intra-cell material handling, cell
reconfiguration and setup costs. The proposed model forms the manufacturing cells and determines the
quantity of machine and movements during each period of time. This problem is NP-hard, so a metaheuristic
algorithm based on genetic algorithm (GA) is developed to solve it. Experimental results
confirm the efficiency and the effectiveness of the proposed GA to provide good solutions, especially
for medium and large-sized problems.
Farsi abstract
در اين مقاله يك مدل رياضي يكپارچه براي سيستم توليد سلولي و برنامه ريزي توليد ارائه مي شود كه هدف آن حداقل سازي هزينه هاي خريد ماشين ها، حمل و نقل مواد درون سلولي، پيكره بندي مجدد سلول ها و راه اندازي ماشين ها مي باشد. مدل پيشنهادي، سلول هاي توليدي را شكل مي دهد و تعداد ماشين ها و جابجايي ها در هر دوره زماني با هدف حداقل كردن هزينه هاي مذكور را تعيين مي كند. اين مسئله NP-hard مي باشد و براي حل آن، يك الگوريتم فراابتكاري بر اسا س الگوريتم ژنتيك پيشنهاد مي شود. نتايج محاسباتي كارايي و اثربخشي الگوريتم پيشنهادي براي دستيابي به جواب هاي مناسب خصوصاً براي مسائل با ابعاد متوسط و بزرگ را نشان مي دهند.
Keywords
Genetic Algorithm , Production Planning , Cell Formation , Cellular Manufacturing System
Journal title
Astroparticle Physics
Serial Year
2015
Record number
2416920
Link To Document