Citation: Avelina Alejo-Reyes, Elias Olivares-Benitez, Abraham Mendoza, Alma Rodriguez. Inventory replenishment decision model for the supplier selection problem using metaheuristic algorithms[J]. Mathematical Biosciences and Engineering, 2020, 17(3): 2016-2036. doi: 10.3934/mbe.2020107
[1] | S. C. P. Meindl, Supply chain management: Strategy, planning, and operations, Tsinghua University Press, (2016). |
[2] | J. T. Mentzer, W. DeWitt, J. S. Keebler, S. Min, N. W. Nix, C. D. Smith, et al., Defining supply chain management, J. Bus. Logist., 22 (2001), 1-25. |
[3] | S. Pazhani, J. A. Ventura, A. Mendoza, A serial inventory system with supplier selection and order quantity allocation considering transportation costs, Appl. Math. Model., 40 (2016), 612-634. |
[4] | R. M. Monczka, R. Trent, R. B. Handfield, Purchasing & Supply Chain Management, Cengage Learning, 2015. |
[5] | A. Mendoza, J. A. Ventura, Modeling actual transportation costs in supplier selection and order quantity allocation decisions, Oper. Res., 13 (2013), 5-25. |
[6] | A. Fallahpour, E. U. Olugu, S. N. Musa, D. Khezrimotlagh, K. Y. Wong, An integrated model for green supplier selection under fuzzy environment: Application of data envelopment analysis and genetic programming approach, Neural Comput. Appl., 27 (2016), 707-725. |
[7] | D. Zhang, J. Zhang, K. Lai, Y. Lu, An novel approach to supplier selection based on vague sets group decision, Expert Syst. Appl., 36 (2009), 9557-9563. |
[8] | Y. L. Tsai, Y. J. Yang, C. H. Lin, A dynamic decision approach for supplier selection using ant colony system, Expert Syst. Appl., 37 (2010), 8313-8321. |
[9] | A. M. Zeydan, C. Çolpan, C. Çobanoģlu, A combined methodology for supplier selection and performance evaluation, Expert Syst. Appl., 38 (2011), 2741-2751. |
[10] | R. Verma, M. E. Pullman, An analysis of the supplier selection process, Omega, 26 (1998), 739-750. |
[11] | L. D. Boer, E. Labro, P. Morlacchi, A review of methods supporting supplier selection, Eur. J. Purch. Supply Manag., 7 (2001), 75-89. |
[12] | J. J. Bravo, C. J. Vidal, Freight transportation function in supply chain optimization models: A critical review of recent trends, Expert Syst. Appl., 40 (2013), 6742-6757. |
[13] | H. Meersman, V. Charlotte, D. Bruckmann, M. Chen, J. Francke, P. Hillf, et al., Challenges and future research needs towards international freight transport modelling, Case Stud. Transp. Policy, 4 (2016), 3-8. |
[14] | O. Ottemöller, H. Friedrich, Opportunities of sectoral freight transport demand modelling, Case Stud. Transp. Policy, 4 (2016), 9-12. |
[15] | W. J. Baumol, H. D. Vinod, An inventory-theoretic model of freight transport demand, Manag. Sci., 16 (1970), 413-421. |
[16] | J. E. Tyworth, Transport selection: Computer modeling in a spreadsheet environment, Int. J. Phys. Distrib. Logist. Manag., 21 (1991), 28-36. |
[17] | J. R. Carter, B. G. Ferrin, Transportation costs and inventory management: Why transportation costs matter, Prod. Inventory Manag. J., 37 (1996), 58-62. |
[18] | T. H. Burwell, D. S. Dave, K. E. Fitzpatrick, M. R. Roy, Economic lot size model for price-dependent demand under quantity and freight discounts, Int. J. Prod. Econ., 48 (1997), 141-155. |
[19] | M. A. Darwish, Joint determination of order quantity and reorder point of continuous review model under quantity and freight rate discounts, Comput. Oper. Res., 35 (2008), 3902-3917. |
[20] | O. K. Gupta, A lot-size model with discrete transportation costs, Comput. Ind. Eng., 22 (1992), 397-402. |
[21] | B. Q. Rieksts, J. A. Ventura, Optimal inventory policies with two modes of freight transportation, Eur. J. Oper. Res., 186 (2008), 576-585. |
[22] | Z. Zhang, X. Yan, S. Li, Analysis of a dynamic lot-sizing problem with production capacity constraint, Int. Trans. Oper. Res., 23 (2016), 813-833. |
[23] | A. A. Reyes, A. Mendoza, E. O. Benitez, Inventory Replenishment Decisions for the Supplier Selection Problem Considering Transportation Freight Rates and Quality, OPENAIRE, (2018). |
[24] | H. Alfares, R. Turnadi, Lot sizing and supplier selection with multiple items, multiple periods, quantity discounts, and backordering, Comput. Ind. Eng., 116 (2018), 59-71. |
[25] | J. Y. Chai, J. N. K. Liu, E. W. T. Ngai, Application of decision-making techniques in supplier selection: a systematic review of literature, Expert Syst. Appl., 40 (2013), 3872-3885. |
[26] | E. Triantaphyllou, Multi-Criteria Decision Making Methods, in Multi-criteria Decision Making Methods: A Comparative Study (ed. E. Triantaphyllou), Springer, (2000), 5-21. |
[27] | J. Mula, D. Peidro, M. Díaz-Madroñero, E. Vicens, Mathematical programming models for supply chain production and transport planning, Eur. J. Oper. Res., 204 (2010), 377-390. |
[28] | R. Eberhart, J. Kennedy, A new optimizer using particle swarm theory, Proceedings of the sixth international symposium on micro machine and human science, 1995. Available from: https://ieeexplore_ieee.xilesou.top/abstract/document/494215/. |
[29] | J. R. Sampson, Adaptation in natural and artificial systems (John H. Holland), The University of Michigan Press, (1975). |
[30] | C. K. H. Lee, A review of applications of genetic algorithms in operations management, Eng. Appl. Artif. Intell., 76 (2018), 1-12. |
[31] | J. Luan, Z. Yao, F. Zhao, X. Song, A novel method to solve supplier selection problem: Hybrid algorithm of genetic algorithm and ant colony optimization, Math. Compu.t Simulat., 156 (2019), 294-309. |
[32] | P. Mishra, I. Talati, Optimizing Integrated Production--Inventory Model for Time-Dependent Deteriorating Items Using Analytical and Genetic Algorithm Approach, in Soft Computing for Problem Solving (eds. J.C. Bansal, K. N. Das, A. Nagar, et al.), Springer, (2019), 535-546. |
[33] | A. A. Taleizadeh, S. T. A. Niaki, N. Shafii, R. Ghavamizadeh, M. Jabbarzadeh, A particle swarm optimization approach for constraint joint single buyer-single vendor inventory problem with changeable lead time and (r,Q) policy in supply chain, Int. J. Adv. Manuf. Tech., 51 (2010), 1209-1223. |
[34] | A. A. Taleizadeh, S. T. A Niaki, M. B. Aryanezhad, A. Fallah-Tafti, A genetic algorithm to optimize multi-product multi-constraint inventory control systems with stochastic replenishments and discount, Int. J. Adv. Manuf. Tech., 51 (2010), 311-323. |
[35] | S. M. Mousavi, A. Bahreininejad, S. N. Musa, F. Yusof, A modified particle swarm optimization for solving the integrated location and inventory control problems in a two-echelon supply chain network, J. Intell. Manuf., 28 (2017), 191-206. |
[36] | Y. Li, K. Ding, L. Wang, W. Zheng, Z. Peng, S. Guo, An optimizing model for solving outsourcing supplier selecting problem based on particle swarm algorithm, J. Ind. Prod. Eng., 35 (2018), 526-534. |
[37] | F. Xiong, P. Gong, P. Jin, J. F. Fan, Supply chain scheduling optimization based on genetic particle swarm optimization algorithm, Cluster Comput., 22 (2019), 14767-14775. |
[38] | J. Rezaei, M. Davoodi, A deterministic, multi-item inventory model with supplier selection and imperfect quality, Appl. Math. Model., 32 (2008), 2106-2116. |
[39] | Z. Liao, J. Rittscher, A multi-objective supplier selection model under stochastic demand conditions, Int. J. Prod. Econ., 105 (2007), 150-159. |
[40] | H. Kang, A. H. I. Lee, C. Wu, C. H. Lee, An efficient method for dynamic-demand joint replenishment problem with multiple suppliers and multiple vehicles, Int. J. Prod. Res., 55 (2017), 1065-1084. |
[41] | J. Xu, Z. Zeng, B. Han, X. Lei, A dynamic programming-based particle swarm optimization algorithm for an inventory management problem under uncertainty, Eng. Optim., 45 (2013), 851-880. |
[42] | Y. Wang, X. Geng, F. Zhang, J. Ruan, An Immune Genetic Algorithm for Multi-Echelon Inventory Cost Control of IOT Based Supply Chains, IEEE Access, 6 (2018), 8547-8555. |
[43] | P. Radhakrishnan, V. M. Prasad, M. R. Gopalan, Genetic Algorithm Based Inventory Optimization Analysis in Supply Chain Management, 2019 IEEE International Advance Computing Conference, 2009. Available from: https://ieeexplore_ieee.xilesou.top/abstract/document/4809047. |
[44] | Y. B. Woo, B. S. Kim, A genetic algorithm-based matheuristic for hydrogen supply chain network problem with two transportation modes and replenishment cycles, Comput. Ind. Eng., 127 (2019), 981-997. |
[45] | R. Storn, K. Price, Differential evolution-a simple and efficient heuristic for global optimization over continuous spaces, J. Global Optim., 11 (1997), 341-359. |
[46] | A. Mendoza, J. A. Ventura, Estimating freight rates in inventory replenishment and supplier selection decisions, Logist. Res., 1 (2009), 185-196. |
[47] | S. García, D. Molina, M. Lozano, F. Herrera, A study on the use of non-parametric tests for analyzing the evolutionary algorithms' behaviour: a case study on the CEC'2005 special session on real parameter optimization, J. Heuristics, 15 (2009). 617-644. |