Robust Formulation for Optimizing Sustainable Ship Routing and Scheduling Problem

被引:19
|
作者
De, Arijit [1 ]
Awasthi, Anjali [1 ]
Tiwari, Manoj Kumar [1 ]
机构
[1] Indian Inst Technol, Dept Ind & Syst Engn, Kharagpur 721302, W Bengal, India
来源
IFAC PAPERSONLINE | 2015年 / 48卷 / 03期
关键词
Ship routing; Mixed Integer Non-linear Programming Model; Maritime Transportation; Carbon Emission; Particle Swarm Optimization - Composite Particle; INVENTORY; PRICE;
D O I
10.1016/j.ifacol.2015.06.109
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Increasing trade globally necessitates the requirement of developing effective heuristics to resolve the challenging ship routing and scheduling problem among multiple ports. The posing restrictions related to multiple time windows within a planning horizon, varying demand and supply at different ports increases the existing complexity. Here, sustainability issues associated with carbon emission is incorporated. Owing to the inherent complexity, the formulation developed moves towards a non-linear mixed integer programming model. The aforementioned problem assuming to be NP-Hard in nature and can be solved using an intelligent search heuristics named particle swarm optimization for composite particle (PSO-CP). (C) 2015, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:368 / 373
页数:6
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