A new multi-objective mathematical model for a Citrus supply chain network design: Metaheuristic algorithms
Subject Areas : Executive Management
M.B. Fakhrzad
1
(Department of Industrial Engineering,Yazd University)
F. Goodarzian
2
(Yazd University)
Keywords:
Abstract :
Abarqhouei, N.S., Hosseini Nasab, H., Fakhrzad, MB., (2012), Design of the evaluation model for total ergonomics interventions with fuzzy approach, Sci. J. Pure Appl. Sci., 1, 119-129.
Bortolini, M., Galizia, F. G., Mora, C., Botti, L., & Rosano, M. (2018). Bi-objective design of fresh food supply chain networks with reusable and disposable packaging containers. Journal of Cleaner Production.
Banaeian, N., Mobli, H., Fahimnia, B., Nielsen, I. E., & Omid, M. (2018). Green supplier selection using fuzzy group decision making methods: A case study from the agri-food industry. Computers & Operations Research, 89, 337-347.
Billal, M. M., & Hossain, M. (2020). Multi-Objective Optimization for Multi-Product Multi-Period Four Echelon Supply Chain Problems Under Uncertainty. Journal of Optimization in Industrial Engineering, 13(1), 1-17.
Dorigo, M. (1992). Ant Colony Optimization for vehicle routing problem (Doctoral dissertation, PhD thesis, Politecnico di Milano, Milan, Italy).
Etemadnia, H., Goetz, S. J., Canning, P., & Tavallali, M. S. (2015). Optimal wholesale facilities location within the fruit and vegetables supply chain with bimodal transportation options: An LP-MIP heuristic approach. European Journal of Operational Research, 244(2), 648-661.
Eslamipoor R., Fakhrzad M.B., Zare Mehrjerdi Y. (2015). A new robust optimization model under uncertainty for new and remanufactured products. International Journal of Management Science and Engineering Management 10 (2)137-143.
Fakhrzad, M. B., Talebzadeh, P., & Goodarzian, F. (2018). Mathematical Formulation and Solving of Green Closed-loop Supply Chain Planning Problem with Production, Distribution and Transportation Reliability. International Journal of Engineering, 31(12), 2059-2067.
Fard, A. M. F., & Hajaghaei-Keshteli, M. (2018). A tri-level location-allocation model for forward/reverse supply chain. Applied Soft Computing, 62, 328-346.
Fakhrzad, M. B., & Goodarzian, F. (2019). A Fuzzy Multi-Objective Programming Approach to Develop a Green Closed-Loop Supply Chain Network Design Problem under Uncertainty: Modifications of Imperialist Competitive Algorithm. RAIRO-Operations Research, 53(3), 963-990.
Fakhrzad, M. B., Goodarzian, F., & Golmohammadi, A. M. (2019). Addressing a fixed charge transportation problem with multi-route and different capacities by novel hybrid meta-heuristics. Journal of Industrial and Systems Engineering, 12(1), 167-184.
Fathollahi-Fard, A. M., Ahmadi, A., Goodarzian, F., & Cheikhrouhou, N. (2020). A bi-objective home healthcare routing and scheduling problem considering patients’ satisfaction in a fuzzy environment. Applied Soft Computing, Vol. 93, 106385.
Gupta, A., & Saini, S. (2018). On Solutions to Capacitated Vehicle Routing Problem Using an Enhanced Ant Colony Optimization Technique. In Networking Communication and Data Knowledge Engineering (pp. 257-266). Springer, Singapore.
Goodarzian, F., & Hosseini-Nasab, H. (2019). Applying a fuzzy multi-objective model for a production–distribution network design problem by using a novel self-adoptive evolutionary algorithm. International Journal of Systems Science: Operations & Logistics, 1-22.
Goodarzian, F., Hosseini-Nasab, H., Muñuzuri, J., & Fakhrzad, M. B. (2020). A multi-objective pharmaceutical supply chain network based on a robust fuzzy model: A comparison of meta-heuristics. Applied Soft Computing, Vol. 92, 106331.
Hyland, M. F., Mahmassani, H. S., & Mjahed, L. B. (2016). Analytical models of rail transportation service in the grain supply chain: Deconstructing the operational and economic advantages of shuttle train service. Transportation Research Part E: Logistics and Transportation Review, 93, 294-315.
Khalifehzadeh, S., Fakhrzad, MB., (2019). A Modified Firefly Algorithm for optimizing a multi stage supply chain network with stochastic demand and fuzzy production capacity, Computers & Industrial Engineering, 133, 42-56
Kirkpatrick, S. (1984). Optimization by simulated annealing: Quantitative studies. Journal of statistical physics, 34(5-6), 975-986.
Kuo, R. J., & Nugroho, D. Y. (2017, April). A fuzzy multi-objective vehicle routing problem for perishable products using gradient evolution algorithm. In Industrial Engineering and Applications (ICIEA), 2017 4th International Conference on (pp. 219-223). IEEE
Lamsal, K., Jones, P. C., & Thomas, B. W. (2016). Harvest logistics in agricultural systems with multiple, independent producers and no on-farm storage. Computers & Industrial Engineering, 91, 129-138.
Liu, R., Li, J., Song, X., Yu, X., & Jiao, L. (2018). Simulated annealing-based immune dominance algorithm for multi-objective optimization problems. Knowledge and Information Systems, 55(1), 215-251.
Mousavi, S. M., Alikar, N., Niaki, S. T. A., & Bahreininejad, A. (2015). Optimizing a location allocation-inventory problem in a two-echelon supply chain network: A modified fruit fly optimization algorithm. Computers & Industrial Engineering, 87, 543-560.
Maiyar, L. M., Thakkar, J. J., Awasthi, A., & Tiwari, M. K. (2015). Development of an effective cost minimization model for food grain shipments. IFAC-PapersOnLine, 48(3), 881-886.
Masson, R., Lahrichi, N., & Rousseau, L. M. (2016). A two-stage solution method for the annual dairy transportation problem. European Journal of Operational Research, 251(1), 36-43.
Mogale, D. G., Dolgui, A., Kandhway, R., Kumar, S. K., & Tiwari, M. K. (2017). A multi-period inventory transportation model for tactical planning of food grain supply chain. Computers & Industrial Engineering, 110, 379-394.
Musavi, M., & Bozorgi-Amiri, A. (2017). A multi-objective sustainable hub location-scheduling problem for perishable food supply chain. Computers & Industrial Engineering, 113, 766-778.
Núñez, A., Cortés, C. E., Sáez, D., De Schutter, B., & Gendreau, M. (2014). Multi-objective model predictive control for dynamic pickup and delivery problems. Control Engineering Practice, 32, 73-86.
Nadal-Roig, E., & Plà-Aragonés, L. M. (2015). Optimal Transport Planning for the Supply to a Fruit Logistic Centre. In Handbook of Operations Research in Agriculture and the Agri-Food Industry (pp. 163-177). Springer, New York, NY.
Rong, A., Akkerman, R., & Grunow, M. (2011). An optimization approach for managing fresh food quality throughout the supply chain. International Journal of Production Economics, 131(1), 421-429.
Reardon, T., & Zilberman, D. (2018). Climate smart food supply chains in developing countries in an era of rapid dual change in agrifood systems and the climate. In Climate Smart Agriculture (pp. 335-351). Springer, Cham.
Soto-Silva, W. E., Nadal-Roig, E., González-Araya, M. C., & Pla Aragones, L. M. (2016). Operational research models applied to the fresh fruit supply chain. European Journal of Operational Research, 251(2), 345-355.
Sembiring, P., Mawengkang, H., Sadyadharma, H., & Bu’ulolo, F. (2018, January). Mixed Integer Linear Programming model for Crude Palm Oil Supply Chain Planning. In IOP Conference Series: Materials Science and Engineering (Vol. 300, No. 1, p. 012015). IOP Publishing.
Sellitto, M. A., Vial, L. A. M., & Viegas, C. V. (2018). Critical success factors in Short Food Supply Chains: Case studies with milk and dairy producers from Italy and Brazil. Journal of Cleaner Production, 170, 1361-1368.
Song, M., & Chen, D. (2018). A comparison of three heuristic optimization algorithms for solving the multi-objective land allocation (MOLA) problem. Annals of GIS, 1-13.
Sahebjamnia, N., Goodarzian, F., & Hajiaghaei-Keshteli, M. (2020). Optimization of Multi-Period Three-echelon Citrus Supply Chain Problem. Journal of Optimization in Industrial Engineering, 13(1), 39-53.
Waitz, M., Mild, A., & Fikar, C. (2018, January). A Decision Support System for Efficient Last-Mile Distribution of Fresh Fruits and Vegetables as Part of E-Grocery Operations. In Proceedings of the 51st Hawaii International Conference on System Sciences.
Wei, L., Zhang, Z., Zhang, D., & Leung, S. C. (2018). A simulated annealing algorithm for the capacitated vehicle routing problem with two-dimensional loading constraints. European Journal of Operational Research, 265(3), 843-859.
Xu, Q. L., Cao, Y. W., & Yang, K. (2018, March). Analysis of parameter estimation and optimization application of ant colony algorithm in vehicle routing problem. In MIPPR 2017: Parallel Processing of Images and Optimization Techniques; and Medical Imaging (Vol. 10610, p. 1061009). International Society for Optics and Photonics.
Zhang, H., Xiong, Y., He, M., & Qu, C. (2017). Location Model for Distribution Centers for Fulfilling Electronic Orders of Fresh Foods under Uncertain Demand. Scientific Programming, 2017.
