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Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems
16 references·0 citing·54 second hop
Surrogate-assisted evolutionary optimization for perishable inventory management in multi-echelon distribution systems (2023)Surrogate-assisted evolutionary optimizat…Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management (2021)Reward shaping to improve the…Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions (2021)Food retail supply chain resi…A stochastic bi-objective simulation–optimization model for plasma supply chain in case of COVID-19 outbreak (2021)A stochastic bi-objective sim…Use of Proximal Policy Optimization for the Joint Replenishment Problem (2020)Use of Proximal Policy Optimi…Speeding up computational times in simheuristics combining genetic algorithms with discrete-Event simulation (2020)Speeding up computational tim…Healthcare Supply Chain Simulation with Disruption Considerations: A Case Study from Northern Italy (2019)Healthcare Supply Chain Simul…Fundamentals of Supply Chain Theory (2019)Fundamentals of Supply Chain …Pricing, replenishment and preservation technology investment decisions for non-instantaneous deteriorating items (2018)Pricing, replenishment and pr…Inventory Management in Supply Chain (2018)Inventory Management in Suppl…Improved ordering of perishables: The value of stock-age information (2018)Improved ordering of perishab…Stock-level dependent ordering of perishables: A comparison of hybrid base-stock and constant order policies (2015)Stock-level dependent orderin…Simulation-based optimization framework for multi-echelon inventory systems under uncertainty (2014)Simulation-based optimization…A new age-based replenishment policy for supply chain inventory optimization of highly perishable products (2013)A new age-based replenishment…Automated selection of the number of replications for a discrete-event simulation (2009)Automated selection of the nu…A heuristic to manage perishable inventory with batch ordering, positive lead-times, and time-varying demand (2009)A heuristic to manage perisha…Simulation-based optimization with surrogate models—Application to supply chain management (2005)Simulation-based optimization…Design and Analysis of Computer Experiments (1989)Multivariate stochastic approximation using a simultaneous perturbation gradient approximation (1992)Implementation of the simultaneous perturbation algorithm for stochastic optimization (1998)Measuring distribution efficiency of a retail network through data envelopment analysis (2013)Simulation optimization via kriging: a sequential search using expected improvement with computing budget constraints (2013)The role of simulation and optimization methods in supply chain risk management: Performance and review standpoints (2018)Simulation Modeling and Analysis. 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References

  • 2021Food retail supply chain resilience and the COVID-19 pandemic: A digital twin-based impact analysis and improvement directions465 cited
  • 2019Fundamentals of Supply Chain Theory260 cited
  • 2009A heuristic to manage perishable inventory with batch ordering, positive lead-times, and time-varying demand176 cited
  • 2013A new age-based replenishment policy for supply chain inventory optimization of highly perishable products155 cited
  • 2018Pricing, replenishment and preservation technology investment decisions for non-instantaneous deteriorating items145 cited
  • 2019Healthcare Supply Chain Simulation with Disruption Considerations: A Case Study from Northern Italy143 cited
  • 2005Simulation-based optimization with surrogate models—Application to supply chain management131 cited
  • 2021Reward shaping to improve the performance of deep reinforcement learning in perishable inventory management116 cited
  • 2018Inventory Management in Supply Chain114 cited
  • 2020Use of Proximal Policy Optimization for the Joint Replenishment Problem111 cited
  • 2014Simulation-based optimization framework for multi-echelon inventory systems under uncertainty81 cited
  • 2021A stochastic bi-objective simulation–optimization model for plasma supply chain in case of COVID-19 outbreak80 cited
  • 2020Speeding up computational times in simheuristics combining genetic algorithms with discrete-Event simulation74 cited

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  • 2018Improved ordering of perishables: The value of stock-age information69 cited
  • 2009Automated selection of the number of replications for a discrete-event simulation65 cited
  • 2015Stock-level dependent ordering of perishables: A comparison of hybrid base-stock and constant order policies59 cited
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