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Multi-objective Optimization for Liner Shipping Fleet Repositioning

机译:班轮运输舰队重新定位的多目标优化

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The liner shipping fleet repositioning problem (LSFRP) is a central optimization problem within the container shipping industry. Several approaches exist for solving this problem using exact and heuristic techniques, however all of them use a single objective function for determining an optimal solution. We propose a multi-objective approach based on a simulated annealing heuristic so that repositioning coordinators can better balance profit making with cost-savings and environmental sustainability. As the first multi-objective approach in the area of liner shipping routing, we show that giving more options to decision makers need not be costly. Indeed, our approach requires no extra runtime than a weighted objective heuristic and provides a rich set of solutions along the Pareto front.
机译:班轮运输船队重新定位问题(LSFRP)是集装箱运输行业内的一个核心优化问题。存在几种使用精确和启发式技术解决此问题的方法,但是所有方法都使用单个目标函数来确定最佳解决方案。我们提出了一种基于模拟退火启发法的多目标方法,以便重新定位协调器可以更好地平衡盈利与成本节约和环境可持续性之间的关系。作为班轮运输路线选择领域中的第一个多目标方法,我们表明为决策者提供更多选择不一定是昂贵的。确实,我们的方法只需要加权目标启发法,就不需要额外的运行时,并且沿着Pareto前沿提供了丰富的解决方案。

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