An aimostoptimal algorithm for the assembly line scheduling. Take a simple assembly line with 3 workpieces and 3 machines as an example. Problem arises when large manufacturing industry comes under discussion where more than two assembly lines say three to fulfill the job. One of the interestingapproach is called recurcive equation approach, which we have used in our algorithm. The car chassis can move one station forward in the same line. Well have a look at assemblyline scheduling as another example.
Moving policies in cyclic assemblyline scheduling springerlink. Assembly line scheduling dynamic programming algorithm in hindi. Compute the value of an optimal solution in a bottomup fashion 4. Constraint programming for solving various assembly line balancing problems. An almostoptimal algorithm for the assembly line scheduling problem abstract this paper considers a solution to the multiprocessor scheduling problem for the case where the ordering relation between tasks can be represented as a tree. Problem arises when large manufacturing industry comes under discussion where more than two assembly lines say three to fulfill the job, in this case two types of. A set of choices must be made to get an optimal solution find a solution with the optimal value minimum or maximum there may be many solutions that return the dynamic programming algorithm 1. Recursively define the value of an optimal solution 3. Give an algorithm for computing the minimum time from start to exit. A novel assembly line scheduling algorithm based on cepso. This paper establishes a mathematical model for shop floor assembly scheduling optimization with the maximum completion time of assembly line as the objective function, where, a cross optimization operator is introduced to propose a cross optimization algorithm used to optimize the production line scheduling. Characterize the structure of an optimal solution 2.
Pdf a novel assembly line scheduling algorithm based on. Each assembly line takes an entry time e i and exit time x i. A car chassis must pass through all stations from 1 to n in orderin any of the two assembly lines. Assume that we have n identical processors, and a number of tasks to perform. The below figure presents the problem in a clear picture. The assembly line scheduling solution is restricted to two assembly lines that fulfill the requirement of small manufacturing industry by identifying the least cost path. Research article a novel assembly line scheduling algorithm based on cepso xiaomeihu, 1 zhenghaoxu, 1 longyang, 1 andrujiangzhou 2 key laboratory of intelligent manufacturing and robotics, school of mechatronic engineering and automation. Pdf dynamicmodel assembly line scheduling semantic scholar. Based on the idea of solution strategy, assembly line scheduling algorithm. The mathematical model of assembly line scheduling problem is put forward and. Assembly line scheduling using dynamic programming youtube. Normally, to assemble a gundam model, there are n sequential steps.
Pdf scheduling of production assembly line problem. The assembly line problem is well known in the area of multiprocessor. Study of assembly line scheduling, an application of dynamic. Pdf dynamicmodel assembly line scheduling researchgate.
Construct an optimal solution from computed information 4 assembly line scheduling automobile factory with two. With the widespread application of assembly line in enterprises, assembly line scheduling is an important problem in the production since it directly affects the productivity of the whole. Pdf constraint programming for solving various assembly. The line contains the value of the maximum amount by which a tasks completion time overshoots its deadline, when the first tasks on your list are scheduled optimally.
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