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Optimising picking operations in distribution centres: a simulation and algorithm-based approach for travel distance reduction

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01 paź 2024

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Ardjmand, E., Sanei Bajgiran, O., & Youssef, E. (2019). Using list-based simulated annealing and genetic algorithm for order batching and picker routing in put wall-based picking systems. Applied Soft Computing Journal, 75, 106-119. Search in Google Scholar

Černý, V. (1985). Thermodynamical approach to the traveling salesperson problem: An efficient simulation algorithm. Journal of Optimization Theory and Applications, 45(1), 41-51. Search in Google Scholar

Chen, T. L., Cheng, C. Y., Chen, Y. Y., & Chan, L. K. (2015). An efficient hybrid algorithm for integrated order batching, sequencing, and routing problems. International Journal of Production Economics, 159, 158-167. Search in Google Scholar

Cheng, C. Y., Chen, Y. Y., Chen, T. L., & Yoo, J. J. W. (2015). Using a hybrid approach based on the particle swarm optimization and ant colony optimization to solve a joint order batching and picker routing problem. International Journal of Production Economics, 170, 805-814. Search in Google Scholar

Cortés, P., Gómez-Montoya, R. A., Muñuzuri, J., & Correa-Espinal, A. (2017). A tabu search approach to solving the picking routing problem for large- and mediumsize distribution centers considering the availability of inventory and K heterogeneous material handling equipment. Applied Soft Computing Journal, 53, 61-73. Search in Google Scholar

De Koster, R., Le-Duc, T., & Roodbergen, K. J. (2007). Design and control of warehouse order picking: A literature review. European Journal of Operational Research, 182(2), 481-501. Search in Google Scholar

Diefenbach, H., & Glock, C. H. (2019). Ergonomic and economic optimization of layout and item assignment of a U-shaped order picking zone. Computers and Industrial Engineering, 138, 106094. Search in Google Scholar

Dijkstra, A. S., & Roodbergen, K. J. (2017). Exact route-length formulas and a storage location assignment heuristic for picker-to-parts warehouses. Transportation Research Part E: Logistics and Transportation Review, 102, 38-59. Search in Google Scholar

Fayyaz, Z., Mohammadian, N., Salimi, F., Fatima, A., Tabar, M. R. R., & Avanaki, M. R. N. (2018). Simulated annealing optimization in wavefront shaping controlled transmission. Applied Optics, 57(21), 6233-6239. Search in Google Scholar

Forbus, J. J., & Berleant, D. (2022). Discrete-Event Simulation in Healthcare Settings: A Review. Modelling, 3, 417-433. Search in Google Scholar

Grosse, E. H., Glock, C. H., & Neumann, W. P. (2017). Human factors in order picking: A content analysis of the literature. International Journal of Production Research, 55(5), 1260-1276. Search in Google Scholar

Hsieh, L. F., & Tsai, L. (2006). The optimum design of a warehouse system on order picking efficiency. The International Journal of Advanced Manufacturing Technology, 28, 626-637. Search in Google Scholar

Kirkpatrick, S., Gelatt, C. D., & Vecchi, M. P. (1983). Optimization by simulated annealing. Science, 220(4598), 671-680. Search in Google Scholar

Krajewski, L. J., & Ritzman, L. P. (2001). Operations Management: strategy and analysis (6th ed.). New Jersey: Prentice Hall. Search in Google Scholar

Kulak, O., Sahin, Y., & Taner, M. E. (2012). Joint order batching and picker routing in single and multiple-cross-aisle warehouses using cluster-based tabu search algorithms. Flexible Services and Manufacturing Journal, 24(1), 52-80. Search in Google Scholar

Law, A. M. (2007). Simulation Modeling and Analysis (4th ed.). McGraw-Hill. Search in Google Scholar

Law, A. M., & Kelton, W. D. (2000). Simulation Modelling & Analysis (3rd ed.). New York: McGraw-Hill Books. Search in Google Scholar

Li, J., Huang, R., & Dai, J. B. (2017). Joint optimization of order batching and picker routing in the online retailer’s warehouse in China. International Journal of Production Research, 55(2), 447-461. Search in Google Scholar

Lu, W., McFarlane, D., Giannikas, V., & Zhang, Q. (2016). An algorithm for dynamic order picking in warehouse operations. European Journal of Operational Research, 248(1), 107-122. Search in Google Scholar

Masae, M. (2020). Developing efficient order picker routing policies in manual picker-to-parts order picking systems. Darmstadt, Germany: Darmstadt Technical University. Search in Google Scholar

Masaiek, M., Glock, C. H., & Grosse, E. H. (2019). Order picker routing in warehouses: A systematic literature review. International Journal of Production Economics, 224, 107564. Search in Google Scholar

Matusiak, M., de Koster, R., Kroon, L., & Saarinen, J. (2014). A fast-simulated annealing method for batching precedence-constrained customer orders in a warehouse. European Journal of Operational Research, 236(3), 968-977. Search in Google Scholar

McLean, C., & Leong, S. (2001). The expanding role of simulation in future manufacturing. Proceedings of the 2001 Winter Simulation Conference, 1478-1486. Search in Google Scholar

Metropolis, N., Rosenbluth, A. W., Rosenbluth, M. N., Teller, A. H., & Teller, E. (1953). Equation of state calculations by fast computing machines. The Journal of Chemical Physics, 21(6), 1087-1092. Search in Google Scholar

Pegden, C. D., Shannon, R. E., & Sadowsky, R. (1990). Introduction to simulation using SIMAN. McGraw-Hill. Search in Google Scholar

Pinedo, M. L. (2018). Scheduling: Theory, algorithms, and systems (5th ed.). Springer Cham. Search in Google Scholar

Quader, S., & Castillo-Villar, K. K. (2018). Design of an enhanced multi-aisle order-picking system considering storage assignments and routing heuristics. Robotics and Computer-Integrated Manufacturing, 50, 13-29. Search in Google Scholar

Richards, G. (2018). Warehouse Management: A Complete Guide to Improving Efficiency and Minimizing Costs in the Modern Warehouse (3rd ed.). Kogan Page. Search in Google Scholar

Sancakli, E., Dumlupınar, I., Akçın, A. O., Çınar, E., Geylani, I., & Düzgit, Z. (2022). Design of a routing algorithm for efficient order picking in a non-traditional rectangular warehouse layout. In N. M. Durakbasa & M. G. Gençyılmaz (Eds.), Digitizing Production Systems (pp. 73-83). Springer. Search in Google Scholar

Shannon, R. E. (1998). Introduction to the art and science of simulation. Winter Simulation Conference Proceedings, 7-14. Search in Google Scholar

Sibalija, T. V. (2018). Application of simulated annealing in process optimization: A review. In Simulated Annealing: Introduction, Applications and Theory (pp. 1–48). Nova Science Publishers. Search in Google Scholar

Van Gils, T., Ramaekers, K., Caris, A., & De Koster, R. B. (2018). Designing efficient order picking systems by combining planning problems: State-of-theart classification and review. European Journal of Operational Research, 267(1), 1-15. Search in Google Scholar