Block approach to the cyclic flow shop scheduling
نویسندگان
چکیده
Keywords: Scheduling Cyclic flow shop problem Block properties a b s t r a c t The cyclic flow show problem with machine setups is considered in this paper. It relies in producing of a set of certain elements in fixed intervals of time (cycle time). Process optimization is reduced to minimization of cycle time, i.e., the time after which the next batch of the same elements may be produced. Since the problem is strongly NP-hard, in order to solve it an approximate algorithm was used. There is presented a graph model of a problem and the so called block eliminating properties capable of reducing, in a significant way, neighborhood used in the tabu search algorithm. Conducted computational experiments confirm high efficiency of the proposed technique. For many years, one could observe an increasing market demand for diversity (multiassortment) of production. This may be provided, among many other issues, by means of cyclic production. In fixed intervals of time (cycle time) a certain 'batch' of assortment (a mix of kit, a set) is produced. Process optimization is typically reduced to minimization of cycle time. Proper selection of mix and cycle time enables not only to meet demand, but also to improve efficacy and effectiveness of machinery use. Thus, recently, one can observe a significant increase of interest in the problems of cyclic tasks scheduling theory. For they are usually important and difficult, (mostly NP-hard) problems, from the standpoint of not only theory, but also practice. A comprehensive overview of the state of knowledge concerning the cyclic task scheduling problem can be found in the work of Levner, Kats, Lopez, and Cheng (2010) analyzing the issues of computational complexity of algorithms for solving various types of cycle scheduling problem. Here, in particular NP-difficult problems of various cyclic types including a variety of criterion functions and additional constraints (no wait, no buffer, etc.) are considered. In the scientific work by Panwalkar, Dudek, and Smith (1973) on task scheduling it was found that 75% of problems occurring in practice requires at least one setup dependent on the order of tasks execution. However, in 15% of the problems a setup of all tasks should be taken into consideration. Nevertheless, in the vast majority of works, in the field of scheduling setups are not taken into account at all. This applies both to single and multi-machine problems and to different goal functions. Cyclic problems belong …
منابع مشابه
A Hybrid Approach for Fuzzy Just-In-Time Flow Shop Scheduling with Limited Buffers and Deteriorating Jobs
This paper investigates the problem of just-in-time permutation flow shop scheduling with limited buffers and linear job deterioration in an uncertain environment. The fuzzy set theory is applied to describe this situation. A novel mixed-integer nonlinear program is presented to minimize the weighted sum of fuzzy earliness and tardiness penalties. Due to the computational complexities, the prop...
متن کاملA novel hybrid genetic algorithm to solve the make-to-order sequence-dependent flow-shop scheduling problem
Flow-shop scheduling problem (FSP) deals with the scheduling of a set of n jobs that visit a set of m machines in the same order. As the FSP is NP-hard, there is no efficient algorithm to reach the optimal solution of the problem. To minimize the holding, delay and setup costs of large permutation flow-shop scheduling problems with sequence-dependent setup times on each machine, this pap...
متن کاملA modified branch and bound algorithm for a vague flow-shop scheduling problem
Uncertainty plays a significant role in modeling and optimization of real world systems. Among uncertain approaches, fuzziness describes impreciseness while for ambiguity another definition is required. Vagueness is a probabilistic model of uncertainty being helpful to include ambiguity into modeling different processes especially in industrial systems. In this paper, a vague set based on dista...
متن کاملFlow shop Scheduling Problem with Maintenance Coordination: a New Approach
This study investigates the coordination of production scheduling and maintenance planning in theflow shop scheduling environment. The problem is considered in a bi-objective form, minimizing themakespan as the production scheduling criterion and minimizing the system unavailability as themaintenance planning criterion. The time interval between consecutive maintenance activities as well as the...
متن کاملGeneralized Cyclic Open Shop Scheduling and a Hybrid Algorithm
In this paper, we first introduce a generalized version of open shop scheduling (OSS), called generalized cyclic open shop scheduling (GCOSS) and then develop a hybrid method of metaheuristic to solve this problem. Open shop scheduling is concerned with processing n jobs on m machines, where each job has exactly m operations and operation i of each job has to be processed on machine i . However...
متن کاملHeuristic Approach for Specially Structured Two Stage Flow Shop Scheduling to Minimize the Rental Cost, Processing Time, Set Up Time Are Associated with Their Probabilities Including Transportation Time and Job Weightage
The present paper is an attempt to develop a new heuristic algorithm, find the optimal sequence to minimize the utilization time of the machines and hence their rental cost for two stage specially structured flow shop scheduling under specified rental policy in which processing times and set up time are associated with their respective probabilities including transportation time. Further jo...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
- Computers & Industrial Engineering
دوره 81 شماره
صفحات -
تاریخ انتشار 2015