A stochastic approximation approach to spatio-temporal anchorage planning with multiple objectives
作者：
Highlights：
• We study the multi-objective spatio-temporal anchorage planning problem.
• We consider risk, utilization, and fuel consumption as planning objectives.
• We present a Monte Carlo simulation based dynamic planning strategy.
• This strategy is optimized via a stochastic approximation method.
• We present computational experiments based on real and synthetic data.
摘要
•We study the multi-objective spatio-temporal anchorage planning problem.•We consider risk, utilization, and fuel consumption as planning objectives.•We present a Monte Carlo simulation based dynamic planning strategy.•This strategy is optimized via a stochastic approximation method.•We present computational experiments based on real and synthetic data.
论文关键词：Anchorage planning,Spatio-temporal planning,Planning expert system,Stochastic approximation,Multi-objective optimization
论文评审过程：Received 21 April 2019, Revised 5 October 2019, Accepted 28 December 2019, Available online 8 January 2020, Version of Record 11 January 2020.
论文官网地址：https://doi.org/10.1016/j.eswa.2019.113170
