Simulation optimization: a survey of simulation optimization techniques and procedures
Proceedings of the 32nd conference on Winter simulation
Production-distribution planning in supply chain considering capacity constraints
Computers and Industrial Engineering - Supply chain management
Feature Article: Optimization for simulation: Theory vs. Practice
INFORMS Journal on Computing
Simulation with Arena
Proceedings of the 35th conference on Winter simulation: driving innovation
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In this paper we present a general framework for simulating and optimizing the operational decisions in a supply chain network. We developed a supply chain network library for the simulation software AnyLogic (© XJ Technologies) and a linearized version as an optimization model implemented using XpressMP (© Dash Optimization). Aggregated results for the simulation experiments are fed into the optimization model. The solution of the optimization model is used to improve operational decision in the supply chain. In order to gain good results this process is repeated until a stable solution is reached. This approach enriches the simulation framework by a powerful tool to improve the supply chain by simultaneously optimizing a large number of possible decisions.