The mixed and multi model line balancing problem: a comparison
نویسندگان
چکیده
This paper gives a review of the literature on the mixed and the multi model line balancing problem. Compared with the single model line little attention has been paid to the mixed and the multi model line balancing problem. The mixed model line balancing problem can be subdivided into two related problems. The balancing problem deals with the assignment of work elements to work stations. The sequencing problem deals with the determination of the sequence in which the models are produced. It appears that the literature on the mixed model line balancing problem consists of two different approaches that transform the mixed model line into a single model line balancing problem. To accomplish this transformation, the first procedure defines a combined precedence diagram and the second approach uses average task processing times. An experiment was carried out in order to compare several heuristics that are based on the combined precedence diagram, on their performance. An optimisation method was added. The results indicate that the position of common work elements in the precedence diagram of the different models influences both the CPU time of a heuristic and the way in which the total work content of the single models is spread over the work stations. The results also show that good solutions with regard to the number of required stations go together with long CPU times. For a number of instances that took a long CPU time, we can however decrease these CPU times considerably (about factor 20) without deteriorating the performance of the methods by applying the heuristics to the reversed combined precedence diagram. Eindhoven University of Technology, Department of Operations Planning and Control, Paviljoen F14, P.O. Box 513, 5600 MB Eindhoven, The Netherlands
منابع مشابه
Solving a multi-objective mixed-model assembly line balancing and sequencing problem
This research addresses the mixed-model assembly line (MMAL) by considering various constraints. In MMALs, several types of products which their similarity is so high are made on an assembly line. As a consequence, it is possible to assemble and make several types of products simultaneously without spending any additional time. The proposed multi-objective model considers the balancing and sequ...
متن کاملSimultaneous Multi-Skilled Worker Assignment and Mixed-Model Two-Sided Assembly Line Balancing
This paper addresses a multi-objective mathematical model for the mixed-model two-sided assembly line balancing and worker assignment with different skills. In this problem, the operation time of each task is dependent on the skill of the worker. The following objective functions are considered in the mathematical model: (1) minimizing the number of mated-stations (2), minimizing the number of ...
متن کاملAssembly line balancing problem with skilled and unskilled workers: The advantages of considering multi-manned workstations
This paper address a special class of generalized assembly line balancing in which it is assumed that there are two groups of workers: skilled and unskilled ones. The skilled workers are hired permanently while the unskilled ones can be hired temporarily in order to meet the seasonal demands. It is also assumed that more than one worker may be assigned to each workstation. To show the adv...
متن کاملA Multi-Objective Particle Swarm Optimization for Mixed-Model Assembly Line Balancing with Different Skilled Workers
This paper presents a multi-objective Particle Swarm Optimization (PSO) algorithm for worker assignment and mixed-model assembly line balancing problem when task times depend on the worker’s skill level. The objectives of this model are minimization of the number of stations (equivalent to the maximization of the weighted line efficiency), minimization of the weighted smoothness index and minim...
متن کاملA multi-objective genetic algorithm for a mixed-model assembly U-line balancing type-I problem considering human-related issues, training, and learning
Mixed-model assembly lines are increasingly accepted in many industrial environments to meet the growing trend of greater product variability, diversification of customer demands, and shorter life cycles. In this research, a new mathematical model is presented considering balancing a mixed-model U-line and human-related issues, simultaneously. The objective function consists of two separate com...
متن کاملAn algorithm for integrated worker assignment, mixed-model two-sided assembly line balancing and bottleneck analysis
This paper addresses a multi-objective mixed-model two-sided assembly line balancing and worker assignment with bottleneck analysis when the task times are dependent on the worker’s skill. This problem is known as NP-hard class, thus, a hybrid cyclic-hierarchical algorithm is presented for solving it. The algorithm is based on Particle Swarm Optimization (PSO) and Theory of Constraints (TOC) an...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید
ثبت ناماگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید
ورودعنوان ژورنال:
- European Journal of Operational Research
دوره 100 شماره
صفحات -
تاریخ انتشار 1997