Un marco conceptual para la integración de las decisiones de Distribución de Instalaciones y de Programación de Producción en Celdas de Manufactura de Flujo en Línea

A conceptual framework for integrating Facility Layout and Production Scheduling in Flowshop Manufacturing Cells decisions

Contenido principal del artículo

Sebastian Cáceres-Gelvez
Martín Darío Arango-Serna
Julián Andrés Zapata-Cortés

Resumen

Objetivo: En este trabajo se propone un marco conceptual para la integración de las decisiones de programación de la producción en celdas de manufactura de flujo en línea (FSGSP) y distribución de instalaciones con áreas desiguales (UAFLP). Materiales y Métodos: En primer lugar, se realiza una breve revisión bibliográfica para identificar los elementos, las técnicas de solución y las decisiones complementarias para los enfoques UAFLP, FSGSP y programación-distribución. Resultados: A partir de los resultados de la revisión bibliográfica se propone un modelo integrador de 4 fases para integrar estas decisiones, basado en un entorno de lean manufacturing. Las fases incluyen el proceso de recogida y preparación de datos de entrada, la definición del UAFLP, el FSGSP y otras decisiones complementarias, la optimización y la selección de la mejor alternativa. Conclusiones: La integración de estas decisiones utilizando el modelo propuesto puede lograr beneficios relacionados con la reducción de mudas, como la manipulación de materiales, los altos niveles de inventario de producto en proceso y los tiempos de preparación para contextos industriales reales.

Descargas

Los datos de descargas todavía no están disponibles.

Detalles del artículo

Biografía del autor/a (VER)

Sebastian Cáceres-Gelvez, Universidad Nacional de Colombia; Universidad de Santander

S. Cáceres-Gelvez received the B.Sc. degree in Industrial Engineering in 2014 from the Universidad Francisco de Paula Santander in Cúcuta, Colombia; he graduated as a specialist in Integrated Management Systems in 2016 at the Universidad de Santander Cúcuta Campus, and he is currently a master's degree candidate in Industrial Engineering at the Universidad Nacional de Colombia in Medellín, Colombia. Cáceres-Gelvez’s research interests include production and operations management, optimisation and simulation, management and finances, and artificial intelligence applications. ORCID: 0000-0002-9131-2135

Martín Darío Arango-Serna, Universidad Nacional de Colombia

M.D. Arango-Serna graduated as Industrial Engineer in 1991 at the Universidad Autónoma Latinoamericana, Colombia. Graduated as specialist in finance and project formulation and evaluation in 1993 at the University of Antioquia, Colombia. He is also specialist in university teaching in 2007 at the Universidad Politécnica de Valencia, Spain, M.Sc. Professor Arango has an M.Sc. in Systems Engineering in 1997 by the National University of Colombia, Medellín campus and a Ph.D. in Industrial Engineer in 2001 by the Polytechnic University of Valencia, Spain. He is a full-time professor at the Department of Organizational Engineering, Facultad de Minas, Universidad Nacional de Colombia, Medellín Campus. The topics in which Professor Arango-Serna work are: logistics processes in the supply chain, operations research, plant designs, industrial optimization techniques, among other. ORCID: 0000-0001-8448-8231

Julián Andrés Zapata-Cortés, Institución Universitaria CEIPA

J.A. Zapata-Cortés is BSc. in Chemical Engineer in 2006, as MSc. in Administrative Engineering in 2011 and as PhD. in Engineering - Industry and Organizations in 2017, all of them from the Universidad Nacional de Colombia, Medellín. He currently works as a researcher in the Orygen and Engineering and Quantitative Methods for Administration - IMCA research groups of CEIPA Business School. Professor Zapata-Cortes’ subjects of interest are logistic networks optimization, information and communication technologies applied to the supply chain and the administration of business processes, among others. ORCID: 0000-0002-1270-3577

Referencias (VER)

Abdi, M. R., and A. W. Labib. 2004. “Grouping and Selecting Products: The Design Key of Reconfigurable Manufacturing Systems (RMSs).” International Journal of Production Research 42 (3): 521–46. https://doi.org/10.1080/00207540310001613665.

Ah kioon, S., A.A. Bulgak, and T. Bektas. 2009. “Integrated Cellular Manufacturing Systems Design with Production Planning and Dynamic System Reconfiguration.” European Journal of Operational Research 192 (2): 414–28. https://doi.org/10.1016/j.ejor.2007.09.023.

Ahmadi, A., and M.R. Akbari Jokar. 2016. “An Efficient Multiple-Stage Mathematical Programming Method for Advanced Single and Multi-Floor Facility Layout Problems.” Applied Mathematical Modelling 40 (9–10): 5605–20. https://doi.org/10.1016/j.apm.2016.01.014.

Aiello, G., M. Enea, and G. Galante. 2006. “A Multi-Objective Approach to Facility Layout Problem by Genetic Search Algorithm and Electre Method.” Robotics and Computer-Integrated Manufacturing 22 (5–6): 447–55. https://doi.org/10.1016/j.rcim.2005.11.002.

Aiello, G., M. Enea, G. Galante, and G. La Scalia. 2013. “Multi Objective Genetic Algorithms for Unequal Area Facility Layout Problems: A Survey.” In Proc. Summer Sch. Francesco Turco, 11-13-September-2013:95–100. AIDI - Italian Association of Industrial Operations Professors. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84982881437&partnerID=40&md5=c5daf4f0d7e80b33fb0689701574575a.

Alagoz, O., B.A. Norman, and A.E. Smith. 2008. “Determining Aisle Structures for Facility Designs Using a Hierarchy of Algorithms.” IIE Transactions (Institute of Industrial Engineers) 40 (11): 1019–31. https://doi.org/10.1080/07408170802167621.

Alimian, M., V. Ghezavati, and R. Tavakkoli-Moghaddam. 2020. “New Integration of Preventive Maintenance and Production Planning with Cell Formation and Group Scheduling for Dynamic Cellular Manufacturing Systems.” Journal of Manufacturing Systems 56: 341–58. https://doi.org/10.1016/j.jmsy.2020.06.011.

Allahyari, M.Z., and A. Azab. 2018. “Mathematical Modeling and Multi-Start Search Simulated Annealing for Unequal-Area Facility Layout Problem.” Expert Systems with Applications 91: 46–62. https://doi.org/10.1016/j.eswa.2017.07.049.

Anjos, M.F., and M.V.C. Vieira. 2016. “An Improved Two-Stage Optimization-Based Framework for Unequal-Areas Facility Layout.” Optimization Letters 10 (7): 1379–92. https://doi.org/10.1007/s11590-016-1008-6.

Arango, M.D., J.A. Cano, and K.C. Álvarez. 2012. “MODELOS DE SISTEMAS MRP CERRADOS INTEGRANDO INCERTIDUMBRE (CLOSED MODELS OF MRP SYSTEMS CONSIDERING UNCERTAINTIES).” Revista EIA 9 (18): 61–76.

Arango, M.D., C.A. Serna, J.A. Zapata, and A.F. Álvarez. 2014. “Vehicle Routing to Multiple Warehouses Using a Memetic Algorithm.” Procedia - Social and Behavioral Sciences 160 (December): 587–96. https://doi.org/10.1016/j.sbspro.2014.12.172.

Arango, M.D., J.A. Zapata, and W.A. Jaimes. 2011. “APLICACIÓN DEL MODELO DE INVENTARIO MANEJADO POR EL VENDEDOR EN UNA EMPRESA DEL SECTOR ALIMENTARIO COLOMBIANO (VENDOR MANAGED INVENTORY APPLICATION IN A COLOMBIAN FOOD ENTERPRISE).” Revista EIA 8 (15): 21–32.

Armour, G.C., and E.S. Buffa. 1963. “A Heuristic Algorithm and Simulation Approach to Relative Location of Facilities.” Management Science 9 (2): 294–309. https://doi.org/10.1287/mnsc.9.2.294.

Balaji, A.N., and S. Porselvi. 2014. “Artificial Immune System Algorithm and Simulated Annealing Algorithm for Scheduling Batches of Parts Based on Job Availability Model in a Multi-Cell Flexible Manufacturing System.” In Procedia Eng., edited by Yarlagadda P.K.D.V. and Xavior M.A., 97:1524–33. Elsevier Ltd. https://doi.org/10.1016/j.proeng.2014.12.436.

Balakrishnan, J., and C.H. Cheng. 2007. “Multi-Period Planning and Uncertainty Issues in Cellular Manufacturing: A Review and Future Directions.” European Journal of Operational Research 177 (1): 281–309. https://doi.org/10.1016/j.ejor.2005.08.027.

Balamurugan, K., V. Selladurai, and B. Ilamathi. 2006. “Design and Optimization of Manufacturing Facilities Layouts.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 220 (8): 1249–57. https://doi.org/10.1243/09544054JEM382.

Bouabda, R., B. Jarboui, and A. Rebaï. 2011. “A Nested Iterated Local Search Algorithm for Scheduling a Flowline Manufacturing Cell with Sequence Dependent Family Setup Times.” In Int. Conf. Logist., LOGISTIQUA, 526–31. Hammamet. https://doi.org/10.1109/LOGISTIQUA.2011.5939454.

Bozer, Y.A., and C.-T. Wang. 2012. “A Graph-Pair Representation and MIP-Model-Based Heuristic for the Unequal-Area Facility Layout Problem.” European Journal of Operational Research 218 (2): 382–91. https://doi.org/10.1016/j.ejor.2011.10.052.

Castillo, I., and T. Sim. 2004. “A Spring-Embedding Approach for the Facility Layout Problem.” Journal of the Operational Research Society 55 (1): 73–81. https://doi.org/10.1057/palgrave.jors.2601647.

Castillo, I., J. Westerlund, S. Emet, and T. Westerlund. 2005. “Optimization of Block Layout Design Problems with Unequal Areas: A Comparison of MILP and MINLP Optimization Methods.” Computers and Chemical Engineering 30 (1): 54–69. https://doi.org/10.1016/j.compchemeng.2005.07.012.

Castillo, I., and T. Westerlund. 2005. “An ε-Accurate Model for Optimal Unequal-Area Block Layout Design.” Computers and Operations Research 32 (3): 429–47. https://doi.org/10.1016/S0305-0548(03)00246-6.

Chang, M.-S., and T.-C. Ku. 2013. “A Slicing Tree Representation and QCP-Model-Based Heuristic Algorithm for the Unequal-Area Block Facility Layout Problem.” Mathematical Problems in Engineering 2013. https://doi.org/10.1155/2013/853586.

Costa, A., F.V. Cappadonna, and S. Fichera. 2020. “Minimizing Makespan in a Flow Shop Sequence Dependent Group Scheduling Problem with Blocking Constraint.” Engineering Applications of Artificial Intelligence 89. https://doi.org/10.1016/j.engappai.2019.103413.

Cuatrecasas-Arbós, Lluís. 2009. Diseño avanzado de procesos y plantas de producción flexible. Técnicas de diseño y herramientas gráficas con soporte informático. Barcelona: Profit.

Dennis, Pascal. 2015. Lean Production Simplified: A Plain-Language Guide to the World’s Most Powerful Production System. Third edition. Boca Raton: CRC Press, Taylor & Francis Group.

Drira, A., H. Pierreval, and S. Hajri-Gabouj. 2007. “Facility Layout Problems: A Survey.” Annual Reviews in Control 31 (2): 255–67. https://doi.org/10.1016/j.arcontrol.2007.04.001.

Ebrahimi, A., R. Kia, and A.R. Komijan. 2016. “Solving a Mathematical Model Integrating Unequal-Area Facilities Layout and Part Scheduling in a Cellular Manufacturing System by a Genetic Algorithm.” SpringerPlus 5 (1). https://doi.org/10.1186/s40064-016-2773-5.

Fahmy, S.A. 2016. “A Genetic Algorithm for Solving the Integrated Cell Formation, Layout and Scheduling Problem.” In Proc. Int. Conf. Ind. Eng. Oper. Manage., 8-10 March 2016:224–30. IEOM Society. https://www.scopus.com/inward/record.uri?eid=2-s2.0-85018401527&partnerID=40&md5=d183e14b143b3aa2363ff9e2d2f9a018.

Fahmy, S.A. 2017. “Optimal Design and Scheduling of Cellular Manufacturing Systems: An Experimental Study.” In IEEE Int. Conf. Syst., Man, Cybern., SMC - Conf. Proc., 4532–37. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/SMC.2016.7844945.

França, P.M., J.N.D. Gupta, A.S. Mendes, P. Moscato, and K.J. Veltink. 2005. “Evolutionary Algorithms for Scheduling a Flowshop Manufacturing Cell with Sequence Dependent Family Setups.” Computers and Industrial Engineering 48 (3): 491–506. https://doi.org/10.1016/j.cie.2003.11.004.

García-Hernández, L., J.M. Palomo-Romero, L. Salas-Morera, A. Arauzo-Azofra, and H. Pierreval. 2015. “A Novel Hybrid Evolutionary Approach for Capturing Decision Maker Knowledge into the Unequal Area Facility Layout Problem.” Expert Systems with Applications 42 (10): 4697–4708. https://doi.org/10.1016/j.eswa.2015.01.037.

García-Hernández, L., H. Pierreval, L. Salas-Morera, and A. Arauzo-Azofra. 2013. “Handling Qualitative Aspects in Unequal Area Facility Layout Problem: An Interactive Genetic Algorithm.” Applied Soft Computing Journal 13 (4): 1718–27. https://doi.org/10.1016/j.asoc.2013.01.003.

García-Hernández, L., L. Salas-Morera, C. Carmona-Muñoz, A. Abraham, and S. Salcedo-Sanz. 2020. “A Novel Multi-Objective Interactive Coral Reefs Optimization Algorithm for the Unequal Area Facility Layout Problem.” Swarm and Evolutionary Computation 55. https://doi.org/10.1016/j.swevo.2020.100688.

García-Hernández, L., L. Salas-Morera, C. Carmona-Muñoz, J.A. García-Hernández, and S. Salcedo-Sanz. 2020. “A Novel Island Model Based on Coral Reefs Optimization Algorithm for Solving the Unequal Area Facility Layout Problem.” Engineering Applications of Artificial Intelligence 89. https://doi.org/10.1016/j.engappai.2019.103445.

García-Hernández, L., L. Salas-Morera, J.A. García-Hernández, S. Salcedo-Sanz, and J. Valente de Oliveira. 2019. “Applying the Coral Reefs Optimization Algorithm for Solving Unequal Area Facility Layout Problems.” Expert Systems with Applications 138. https://doi.org/10.1016/j.eswa.2019.07.036.

Gelogullari, C.A., and R. Logendran. 2010. “Group-Scheduling Problems in Electronics Manufacturing.” Journal of Scheduling 13 (2): 177–202. https://doi.org/10.1007/s10951-009-0147-3.

Gilland, Wendell G. 2002. “A Simulation Study Comparing Performance of CONWIP and Bottleneck-Based Release Rules.” Production Planning & Control 13 (2): 211–19. https://doi.org/10.1080/09537280110069784.

Gonçalves, J.F., and M.G.C. Resende. 2015. “A Biased Random-Key Genetic Algorithm for the Unequal Area Facility Layout Problem.” European Journal of Operational Research 246 (1): 86–107. https://doi.org/10.1016/j.ejor.2015.04.029.

Gupta, J.N.D., and J.E. Schaller. 2006. “Minimizing Flow Time in a Flow-Line Manufacturing Cell with Family Setup Times.” Journal of the Operational Research Society 57 (2): 163–76. https://doi.org/10.1057/palgrave.jors.2601971.

Ham, I., K. Hitomi, and T. Yoshida. 1985. Group Technology: Applications to Production Management. Dordrecht: Springer Netherlands. https://doi.org/10.1007/978-94-009-4976-8.

Hamed Hendizadeh, S., T.Y. ElMekkawy, and G. Gary Wang. 2007. “Bi-Criteria Scheduling of a Flowshop Manufacturing Cell with Sequence Dependent Setup Times.” European Journal of Industrial Engineering 1 (4): 391–413.

Hamed Hendizadeh, S., H. Faramarzi, S.A. Mansouri, J.N.D. Gupta, and T. Y ElMekkawy. 2008. “Meta-Heuristics for Scheduling a Flowline Manufacturing Cell with Sequence Dependent Family Setup Times.” International Journal of Production Economics 111 (2): 593–605. https://doi.org/10.1016/j.ijpe.2007.02.031.

Houshyar, A.N., Z.B. Leman, M.K.A.M. Ariffin, N. Ismail, H.P. Moghadam, and H. Iranmanesh. 2016. “Proposed Linear-Mathematical Model for Configuring Cell and Designing Unequal-Area Facility Layout in Dynamic Cellular Manufacturing System.” International Journal of Industrial and Systems Engineering 22 (3): 332–57. https://doi.org/10.1504/IJISE.2016.074710.

Hutchins, D.C. 2008. Hoshin Kanri: The Strategic Approach to Continuous Improvement. Aldershot, England ; Burlington, VT: Gower.

Ibrahem, A.-M., T. Elmekkawy, and Q. Peng. 2014. “Robust Metaheuristics for Scheduling Cellular Flowshop with Family Sequence-Dependent Setup Times.” In Procedia CIRP, 17:428–33. Windsor, ON: Elsevier B.V. https://doi.org/10.1016/j.procir.2014.01.072.

Irani, S.A., ed. 1999. Handbook of Cellular Manufacturing Systems. New York: Wiley.

Jankovits, I., C. Luo, M.F. Anjos, and A. Vannelli. 2011. “A Convex Optimisation Framework for the Unequal-Areas Facility Layout Problem.” European Journal of Operational Research 214 (2): 199–215. https://doi.org/10.1016/j.ejor.2011.04.013.

Kang, S., and J. Chae. 2017. “Harmony Search for the Layout Design of an Unequal Area Facility.” Expert Systems with Applications 79: 269–81. https://doi.org/10.1016/j.eswa.2017.02.047.

Kazemi, M., S. Poormoaied, and G. Eslami. 2012. “Optimizing Combination of Job Shop Scheduling and Quadratic Assignment Problem through Multi-Objective Decision Making Approach.” Management Science Letters 2 (6): 2011–18. https://doi.org/10.5267/j.msl.2012.06.020.

Keshavarz, T., N. Salmasi, and M. Varmazyar. 2014. “Minimizing Total Completion Time in the Flexible Flowshop Sequence-Dependent Group Scheduling Problem.” Annals of Operations Research 226 (1): 351–77. https://doi.org/10.1007/s10479-014-1667-6.

Keshavarz, T., N. Salmasi, and M. Varmazyar. 2019. “Flowshop Sequence-Dependent Group Scheduling with Minimisation of Weighted Earliness and Tardiness.” European Journal of Industrial Engineering 13 (1): 54–80. https://doi.org/10.1504/EJIE.2019.097920.

Khalid, Q.S., M. Arshad, S. Maqsood, M. Jahanzaib, A.R. Babar, I. Khan, J. Mumtaz, and S. Kim. 2019. “Hybrid Particle Swarm Algorithm for Products’ Scheduling Problem in Cellular Manufacturing System.” Symmetry 11 (6). https://doi.org/10.3390/sym11060729.

Kia, R., A. Baboli, N. Javadian, R. Tavakkoli-Moghaddam, M. Kazemi, and J. Khorrami. 2012. “Solving a Group Layout Design Model of a Dynamic Cellular Manufacturing System with Alternative Process Routings, Lot Splitting and Flexible Reconfiguration by Simulated Annealing.” Computers and Operations Research 39 (11): 2642–58. https://doi.org/10.1016/j.cor.2012.01.012.

Komarudin, and K.Y. Wong. 2010. “Applying Ant System for Solving Unequal Area Facility Layout Problems.” European Journal of Operational Research 202 (3): 730–46. https://doi.org/10.1016/j.ejor.2009.06.016.

Konak, A., S. Kulturel-Konak, B.A. Norman, and A.E. Smith. 2006. “A New Mixed Integer Programming Formulation for Facility Layout Design Using Flexible Bays.” Operations Research Letters 34 (6): 660–72. https://doi.org/10.1016/j.orl.2005.09.009.

Kulturel-Konak, S. 2012. “A Linear Programming Embedded Probabilistic Tabu Search for the Unequal-Area Facility Layout Problem with Flexible Bays.” European Journal of Operational Research 223 (3): 614–25. https://doi.org/10.1016/j.ejor.2012.07.019.

Kulturel-Konak, S., and A. Konak. 2011. “Ant Colony Optimization for the Unequal-Area Facility Layout Problem.” In ECTA FCTA - Proc. Int. Conf. Evol. Comput. Theory Appl. Int. Conf. Fuzzy Comput. Theory Appl., 273–77. Paris. https://www.scopus.com/inward/record.uri?eid=2-s2.0-84862221526&partnerID=40&md5=622e4b28b33c89cc05b65e100eae8c1e.

Kulturel-Konak, S., and A. Konak. 2013. “Linear Programming Based Genetic Algorithm for the Unequal Area Facility Layout Problem.” International Journal of Production Research 51 (14): 4302–24. https://doi.org/10.1080/00207543.2013.774481.

Kulturel-Konak, S., A.E. Smith, and B.A. Norman. 2004. “Layout Optimization Considering Production Uncertainty and Routing Flexibility.” International Journal of Production Research 42 (21): 4475–93. https://doi.org/10.1080/00207540412331325567.

Lin, S.-W., J.N.D. Gupta, K.-C. Ying, and Z.-J. Lee. 2009. “Using Simulated Annealing to Schedule a Flowshop Manufacturing Cell with Sequence-Dependent Family Setup Times.” International Journal of Production Research 47 (12): 3205–17. https://doi.org/10.1080/00207540701813210.

Lin, S.-W., and K.-C. Ying. 2012. “Scheduling a Bi-Criteria Flowshop Manufacturing Cell with Sequence-Dependent Family Setup Times.” European Journal of Industrial Engineering 6 (4): 474–96. https://doi.org/10.1504/EJIE.2012.047666.

Lin, S.-W., and K.-C. Ying. 2019. “Makespan Optimization in a No-Wait Flowline Manufacturing Cell with Sequence-Dependent Family Setup Times.” Computers and Industrial Engineering 128: 1–7. https://doi.org/10.1016/j.cie.2018.12.025.

Lin, S.-W., K.-C. Ying, and Z.-J. Lee. 2009. “Metaheuristics for Scheduling a Non-Permutation Flowline Manufacturing Cell with Sequence Dependent Family Setup Times.” Computers and Operations Research 36 (4): 1110–21. https://doi.org/10.1016/j.cor.2007.12.010.

Liou, C.-D., and Y.-C. Hsieh. 2015. “A Hybrid Algorithm for the Multi-Stage Flow Shop Group Scheduling with Sequence-Dependent Setup and Transportation Times.” International Journal of Production Economics 170: 258–67. https://doi.org/10.1016/j.ijpe.2015.10.002.

Liu, J., and J. Liu. 2019. “Applying Multi-Objective Ant Colony Optimization Algorithm for Solving the Unequal Area Facility Layout Problems.” Applied Soft Computing Journal 74: 167–89. https://doi.org/10.1016/j.asoc.2018.10.012.

Liu, J., H. Zhang, K. He, and S. Jiang. 2018. “Multi-Objective Particle Swarm Optimization Algorithm Based on Objective Space Division for the Unequal-Area Facility Layout Problem.” Expert Systems with Applications 102: 179–92. https://doi.org/10.1016/j.eswa.2018.02.035.

Liu, Q., and R.D. Meller. 2007. “A Sequence-Pair Representation and MIP-Model-Based Heuristic for the Facility Layout Problem with Rectangular Departments.” IIE Transactions (Institute of Industrial Engineers) 39 (4): 377–94. https://doi.org/10.1080/07408170600844108.

Lu, D., and R. Logendran. 2013. “Bi-Criteria Group Scheduling with Sequence-Dependent Setup Time in a Flow Shop.” Journal of the Operational Research Society 64 (4): 530–46. https://doi.org/10.1057/jors.2012.61.

Lu, Shaojun, Xinbao Liu, Jun Pei, and Panos M. Pardalos. 2021. “Permutation Flowshop Manufacturing Cell Scheduling Problems with Deteriorating Jobs and Sequence Dependent Setup Times under Dominant Machines.” Optimization Letters 15 (2): 537–51. https://doi.org/10.1007/s11590-018-1322-2.

Mallikarjuna, K., and K.S. Babu. 2018. “Population Based Stochastic Technique for Optimum Design of Open Field Layout with Integrated Scheduling.” In Int. Conf. Comput., Commun. Netw. Technol., ICCCNT. Institute of Electrical and Electronics Engineers Inc. https://doi.org/10.1109/ICCCNT.2018.8494049.

Mar-Ortiz, J., J.L. González-Velarde, and B. Adenso-Díaz. 2012. “Reverse Logistics Models and Algorithms: Optimizing WEEE Recovery Systems.” Computacion y Sistemas 16 (4): 491–96.

Meisel, J.D., and L.K. Prado. 2010. “UN ALGORITMO GENÉTICO HÍBRIDO Y UN ENFRIAMIENTO SIMULADO PARA SOLUCIONAR EL PROBLEMA DE PROGRAMACIÓN DE PEDIDOS JOB SHOP (A HYBRID GENETIC ALGORITHM AND A SIMULATED ANNEALING FOR SOLVING THE JOB SHOP SCHEDULING PROBLEM).” Revista EIA 7 (13): 39–51.

Meller, R.D., W. Chen, and H.D. Sherali. 2007. “Applying the Sequence-Pair Representation to Optimal Facility Layout Designs.” Operations Research Letters 35 (5): 651–59. https://doi.org/10.1016/j.orl.2006.10.007.

Meller, R.D., and K.-Y. Gau. 1996. “The Facility Layout Problem: Recent and Emerging Trends and Perspectives.” Journal of Manufacturing Systems 15 (5): 351–66. https://doi.org/10.1016/0278-6125(96)84198-7.

Montoya, J.R., G.L. Rodríguez, and L. Merchán. 2007. “IMPACTO DE ESTRATEGIAS DE COLABORACIÓN ENTRE DOS ACTORES DE UNA CADENA LOGÍSTICA EN LA PROGRAMACIÓN DE LA PRODUCCIÓN.” Revista EIA 4 (8): 83–98.

Muther, Richard. 1973. Systematic Layout Planning. 2d ed. [rev. and enl.]. Boston: Cahners Books.

Naderi, B., and N. Salmasi. 2012. “Permutation Flowshops in Group Scheduling with Sequence-Dependent Setup Times.” European Journal of Industrial Engineering 6 (2): 177–98. https://doi.org/10.1504/EJIE.2012.045604.

Nahmias, Steven, and Tava L. Olsen. 2015. Production and Operations Analysis. 7. ed. Long Grove, Ill: Waveland Pr.

Neufeld, J.S., J.N.D. Gupta, and U. Buscher. 2015. “Minimising Makespan in Flowshop Group Scheduling with Sequence-Dependent Family Set-up Times Using Inserted Idle Times.” International Journal of Production Research 53 (6): 1791–1806. https://doi.org/10.1080/00207543.2014.961209.

Paes, F.G., A.A. Pessoa, and T. Vidal. 2017. “A Hybrid Genetic Algorithm with Decomposition Phases for the Unequal Area Facility Layout Problem.” European Journal of Operational Research 256 (3): 742–56. https://doi.org/10.1016/j.ejor.2016.07.022.

Palomo-Romero, J.M., L. Salas-Morera, and L. García-Hernández. 2017. “An Island Model Genetic Algorithm for Unequal Area Facility Layout Problems.” Expert Systems with Applications 68: 151–62. https://doi.org/10.1016/j.eswa.2016.10.004.

Qin, H., Z.-H. Zhang, and D. Bai. 2016. “Permutation Flowshop Group Scheduling with Position-Based Learning Effect.” Computers and Industrial Engineering 92: 1–15. https://doi.org/10.1016/j.cie.2015.12.001.

Ranjbar, Mohammad, and Mojtaba Najafian Razavi. 2012. “A Hybrid Metaheuristic for Concurrent Layout and Scheduling Problem in a Job Shop Environment.” The International Journal of Advanced Manufacturing Technology 62 (9–12): 1249–60. https://doi.org/10.1007/s00170-011-3859-4.

Renna, P., and M. Ambrico. 2015. “Design and Reconfiguration Models for Dynamic Cellular Manufacturing to Handle Market Changes.” International Journal of Computer Integrated Manufacturing 28 (2): 170–86. https://doi.org/10.1080/0951192X.2013.874590.

Ripon, K.S.N., K. Glette, M. Hovin, and J. Torresen. 2012. “A Multi-Objective Evolutionary Algorithm for Solving Integrated Scheduling and Layout Planning Problems in Manufacturing Systems.” In IEEE Conf. Evol. Adapt. Intell. Syst., EAIS - Proc., 157–63. Madrid. https://doi.org/10.1109/EAIS.2012.6232822.

Ripon, K.S.N., and J. Torresen. 2014. “Integrated Job Shop Scheduling and Layout Planning: A Hybrid Evolutionary Method for Optimizing Multiple Objectives.” Evolving Systems 5 (2): 121–32. https://doi.org/10.1007/s12530-013-9092-7.

Rother, M., and J. Shook. 2009. Learning to See: Value-Stream Mapping to Create Value and Eliminate Muda. Version 1.4. A Lean Tool Kit Method and Workbook. Cambridge, Mass: Lean Enterprise Inst.

Salas-Morera, L., L. García-Hernández, A. Antoli-Cabrera, and C. Carmona-Muñoz. 2020. “Using Eye-Tracking into Decision Makers Evaluation in Evolutionary Interactive UA-FLP Algorithms.” Neural Computing and Applications. https://doi.org/10.1007/s00521-020-04781-2.

Salazar, A.F., L.C. Vargas, C.E. Añasco, and J.P. Orejuela. 2010. “PROPUESTA DE DISTRIBUCIÓN EN PLANTA BIETAPA EN AMBIENTES DE MANUFACTURA FLEXIBLE MEDIANTE EL PROCESO ANALÍTICO JERÁRQUICO (BIPHASE PLANT DISTRIBUTION PROPOSED IN FLEXIBLE MANUFACTURING ENVIRONMENT BY THE ANALYTIC HIERARCHY PROCESS).” Revista EIA 7 (14): 161–75.

Salimpour, Saeideh, Hani Pourvaziri, and Ahmed Azab. 2021. “Semi-Robust Layout Design for Cellular Manufacturing in a Dynamic Environment.” Computers & Operations Research 133 (September): 105367. https://doi.org/10.1016/j.cor.2021.105367.

Salmasi, N., R. Logendran, and M.R. Skandari. 2010. “Total Flow Time Minimization in a Flowshop Sequence-Dependent Group Scheduling Problem.” Computers and Operations Research 37 (1): 199–212. https://doi.org/10.1016/j.cor.2009.04.013.

Salmasi, N., R. Logendran, and M.R. Skandari. 2011. “Makespan Minimization of a Flowshop Sequence-Dependent Group Scheduling Problem.” International Journal of Advanced Manufacturing Technology 56 (5–8): 699–710. https://doi.org/10.1007/s00170-011-3206-9.

Schaller, J.E. 2005. “An Improved Branch and Bound Procedure for Scheduling a Flow Line Manufacturing Cell.” International Journal of Production Research 43 (22): 4697–4720. https://doi.org/10.1080/00207540500185216.

Schaller, J.E., J.N.D. Gupta, and A.J. Vakharia. 2000. “Scheduling a Flowline Manufacturing Cell with Sequence Dependent Family Setup Times.” European Journal of Operational Research 125 (2): 324–39. https://doi.org/10.1016/S0377-2217(99)00387-2.

Selim, H.M., R.G. Askin, and A.J. Vakharia. 1998. “Cell Formation in Group Technology: Review, Evaluation and Directions for Future Research.” Computers & Industrial Engineering 34 (1): 3–20. https://doi.org/10.1016/S0360-8352(97)00147-2.

Seyed, Mohammad Ghadirpour, Donya Rahmani, and Ghorbanali Moslemipour. 2020. “Routing Flexibility for Unequal–Area Stochastic Dynamic Facility Layout Problem in Flexible Manufacturing Systems.” International Journal of Industiral Engineering & Producion Research 31 (2). https://doi.org/10.22068/ijiepr.31.2.269.

Sherali, H.D., B.M.P. Fraticelli, and R.D. Meller. 2003. “Enhanced Model Formulations for Optimal Facility Layout.” Operations Research 51 (4): 629–44. https://doi.org/10.1287/opre.51.4.629.16096.

Singh, N. 1993. “Design of Cellular Manufacturing Systems: An Invited Review.” European Journal of Operational Research 69 (3): 284–91. https://doi.org/10.1016/0377-2217(93)90016-G.

Solimanpur, M., and A. Elmi. 2011. “A Tabu Search Approach for Group Scheduling in Buffer-Constrained Flow Shop Cells.” International Journal of Computer Integrated Manufacturing 24 (3): 257–68. https://doi.org/10.1080/0951192X.2011.552527.

Stephens, Matthew P., and Fred E. Meyers. 2013. Manufacturing Facilities Design and Material Handling. Fifth edition. West Lafayette, Indiana: Purdue University Press.

Tennant, C., and P. Roberts. 2001. “Hoshin Kanri: Implementing the Catchball Process.” Long Range Planning 34 (3): 287–308. https://doi.org/10.1016/S0024-6301(01)00039-5.

Tompkins, James A., ed. 2010. Facilities Planning. 4th ed. Hoboken, NJ: J. Wiley.

Ulutas, B.H., and S. Kulturel-Konak. 2012. “An Artificial Immune System Based Algorithm to Solve Unequal Area Facility Layout Problem.” Expert Systems with Applications 39 (5): 5384–95. https://doi.org/10.1016/j.eswa.2011.11.046.

Wang, K.-J., and K.-H. Chen. 2008. “An Integrated Facility-Design Model for the Generator-Manufacturing Industry.” Production Planning and Control 19 (5): 475–85. https://doi.org/10.1080/09537280802088659.

Wemmerlöv, U., and N.L. Hyer. 1989. “Cellular Manufacturing in the U.S. Industry: A Survey of Users.” International Journal of Production Research 27 (9): 1511–30. https://doi.org/10.1080/00207548908942637.

Xiao, X., Y. Hu, W. Wang, and W. Ren. 2019. “A Robust Optimization Approach for Unequal-Area Dynamic Facility Layout with Demand Uncertainty.” In Procedia CIRP, edited by Butala P., Govekar E., and Vrabic R., 81:594–99. Elsevier B.V. https://doi.org/10.1016/j.procir.2019.03.161.

Xiao, Y.J., Y. Zheng, L.M. Zhang, and Y.H. Kuo. 2016. “A Combined Zone-LP and Simulated Annealing Algorithm for Unequal-Area Facility Layout Problem.” Advances in Production Engineering And Management 11 (4): 259–70. https://doi.org/10.14743/apem2016.4.225.

Xie, Y., S. Zhou, Y. Xiao, S. Kulturel-Konak, and A. Konak. 2018. “A β-Accurate Linearization Method of Euclidean Distance for the Facility Layout Problem with Heterogeneous Distance Metrics.” European Journal of Operational Research 265 (1): 26–38. https://doi.org/10.1016/j.ejor.2017.07.052.

Yazdani Sabouni, M.T., and R. Logendran. 2018. “Lower Bound Development in a Flow Shop Electronic Assembly Problem with Carryover Sequence-Dependent Setup Time.” Computers and Industrial Engineering 122: 149–60. https://doi.org/10.1016/j.cie.2018.05.033.

Yin, Y., and K. Yasuda. 2006. “Similarity Coefficient Methods Applied to the Cell Formation Problem: A Taxonomy and Review.” International Journal of Production Economics 101 (2): 329–52. https://doi.org/10.1016/j.ijpe.2005.01.014.

Ying, K.-C., J.N.D. Gupta, S.-W. Lin, and Z.-J. Lee. 2010. “Permutation and Non-Permutation Schedules for the Flowline Manufacturing Cell with Sequence Dependent Family Setups.” International Journal of Production Research 48 (8): 2169–84. https://doi.org/10.1080/00207540802534707.

Ying, K.-C., Z.-J. Lee, C.-C. Lu, and S.-W. Lin. 2012. “Metaheuristics for Scheduling a No-Wait Flowshop Manufacturing Cell with Sequence-Dependent Family Setups.” International Journal of Advanced Manufacturing Technology 58 (5–8): 671–82. https://doi.org/10.1007/s00170-011-3419-y.

Zanjirani Farahani, R., and M. Hekmatfar, eds. 2009. Facility Location: Concepts, Models, Algorithms and Case Studies. Contributions to Management Science. Heidelberg: Physica-Verlag HD. https://doi.org/10.1007/978-3-7908-2151-2.

Zhou, Jia-Li, Jie-Sheng Wang, Yong-Xin Zhang, Qing-Sheng Guo, Hui Li, and Yi-Xuan Lu. 2020. “Particle Swarm Optimization Algorithm with Variety Inertia Weights to Solve Unequal Area Facility Layout Problem.” In 2020 Chinese Control And Decision Conference (CCDC), 4240–45. Hefei, China: IEEE. https://doi.org/10.1109/CCDC49329.2020.9163977.