Surrogate-Based Optimization of Expensive-to-Evaluate Objective for Optimal Highway Toll Charges in Transportation Network

@article{Chen2014SurrogateBasedOO,
  title={Surrogate-Based Optimization of Expensive-to-Evaluate Objective for Optimal Highway Toll Charges in Transportation Network},
  author={Xiqun Chen and Lei Zhang and Xiang He and Chenfeng Xiong and Zhiheng Li},
  journal={Comp.-Aided Civil and Infrastruct. Engineering},
  year={2014},
  volume={29},
  pages={359-381}
}
This article adopts a family of surrogatebased optimization approaches to approximate the response surface for the transportation simulation input– output mapping and search for the optimal toll charges in a transportation network. The computational effort can thus be significantly reduced for the expensive-toevaluate optimization problem. Meanwhile, the random noise that always occurs through simulations can be addressed by this family of approaches. Both one-stage and two-stage surrogate… CONTINUE READING
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