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Management Science Letters

ISSN 1923-9343 (Online) - ISSN 1923-9335 (Print)
Quarterly Publication
Volume 8 Issue 12 pp. 1319-1330 , 2018

Fuzzy heuristic algorithm for simultaneous scheduling problems in flexible manufacturing system Pages 1319-1330 Right click to download the paper Download PDF

Authors: Prakash Babu Kanakavalli, Vijaya Babu Vommi, Nageswara Rao Medikondu

DOI: 10.5267/j.msl.2018.9.008

Keywords: Scheduling, Automated Guided Vehicles, Fuzzy heuristic, Flexible manufacturing system and makespan

Abstract: This paper addresses the flexible manufacturing system (FMS) problems considering both machines and automated guided vehicles (AGVs), simultaneously. A new fuzzy heuristic (FH) is proposed for solving the simultaneous scheduling problem, in order to minimize the makespan by considering the available resources. For increasing the performance of FMS one of the important factors is scheduling AGV with an integral part of the machine scheduling activity. The algorithm is tested based on 82 benchmark problems and the achieved makespan are compared with other algorithms.

How to cite this paper
Kanakavalli, P., Vommi, V & Medikondu, N. (2018). Fuzzy heuristic algorithm for simultaneous scheduling problems in flexible manufacturing system.Management Science Letters , 8(12), 1319-1330.

Refrences
Babu, K., Babu, V., & Medikondu, N. (2018). Implementation of heuristic algorithms to synchronized planning of machines and AGVs in FMS. Management Science Letters, 8(6), 543–554.
Bilge, Ü., & Ulusoy, G. (1995). A time window approach to simultaneous scheduling of machines and material handling system in an FMS. Operations Research, 43(6), 1058-1070.
Campbell, H.G., Dudek, R.A., & Smith, M.L. (1970). A heuristic algorithm for the n-job m-machine sequencing problem. Management Science, 16(10), B630-637
Fang, K., Uhan, N., Zhao, F., & Sutherland, J. (2011). A new shop scheduling approach in support of sustainable manufacturing. 18th CIRP LCE Conference, Braunschweig, 305–310.
Gupta, J. N. (1971). A functional heuristic algorithm for the flowshop scheduling problem. Journal of the Operational Research Society, 22(1), 39-47.
Han, M.H., & McGinnis, L.F. (1989) Flow control in flexible manufacturing: minimization of stock out cost. International Journal of Production Research, 27(4), 701-715.
Heydari, M., & Mohammadi, E. (2010). A fuzzy heuristic algorithm for the flow shop scheduling prob-lem. The Journal of Mathematics and Computer Science, 4, 349-354.
Johnson, S. M. (1954). Optimal two- and three-Stage production schedules with setup times included. Naval Logistics Quarterly, 1(1), 61–68.
Kusiak, A. (1986). FMS scheduling-a crucial element in an expert system control architecture. IEEE In-ternational Conference on Robotics and Automation, 653-658.
Modrák, V., & Pandian, R. S. (2010). Flow shop scheduling algorithm to minimize completion time for n-jobs m-machines problem. Tehnicki vjesnik, 17(3), 273-2783.
Nageswararao, M., Narayanarao, K., & Rangajanardhana, G. (2017). Integrated scheduling of machines and AGVs in FMS by using dispatching rules. Journal of Production Engineering, 20(1), 75-84.
Nasr, N., & Elsayed, E. A. (1990). Job shop scheduling with alternative machines. The international journal of production research, 28(9), 1595-1609.
Nawaz, M., Enscore, E., & Ham, I. (1983). A heuristic algorithm for the m machine n job flow shop se-quence problem. Omega, 11(1), 91-95.
Pach, C., Berger, T., Sallez, Y., Bonte, T., Adam, E., & Trentesaux, D. (2014). Reactive and energy-aware scheduling of flexible manufacturing systems using potential fields. Computers in Industry, 65(3), 434-448.
Palmer, D. S. (1965). Sequencing jobs through a multi-stage process in the minimum total time—a quick method of obtaining a near optimum. Journal of the Operational Research Society, 16(1), 101-107.
Rathinam, B., Govindan, K., Neelakanden, B., & Raghavan S.S. (2015). Rule based heuristic approach for minimizing total flow time in permutation flow shop scheduling. Tehnički vjesnik – Tehnical Ga-zette, 22(1), 25-32.
Ruiz, R., & Stützle, T. (2007). A simple and effective iterated greedy algorithm for the permutation flowshop scheduling problem. European Journal of Operational Research, 177(3), 2033-2049.
Sabuncuoglu, I., & Hommertzheim, D. L. (1993). Experimental investigation of an FMS due-date scheduling problem: Evaluation of machine and AGV scheduling rules. International Journal of Flexible Manufacturing Systems, 5(4), 301-323.
Salido, M. A., Escamilla, J., Barber, F. & Giret, A. (2017). Rescheduling in job-shop problems for sus-tainable manufacturing systems. Journal of Cleaner Production, 162, S121-S132.
Semančo, P., & Modrák, V. (2012). A comparison of constructive heuristics with the objective of min-imizing makespan in the flow-shop scheduling problem. Acta Polytechnica Hungarica, 9(5), 177-190.
Stecke, K. E. (1985). Design, planning, scheduling, and control problems of flexible manufacturing sys-tems. Annals of Operations research, 3(1), 1-12.
Vallada, E., & Ruiz, R. (2009). Cooperative metaheuristics for the permutation flow shop scheduling problem. European Journal of Operational Research, 193(2), 365-376.
Zupan, H., Herakovic, N., Starbek, M., & Kusar, J. (2016). Hybride algorithm based on priority rules for simulation of workshop production. International Journal of Simulation Modelling, 15(1), 29-41.
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Journal: Management Science Letters | Year: 2018 | Volume: 8 | Issue: 12 | Views: 1866 | Reviews: 0

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