典型文献
Multi-Objective Weather Routing Algorithm for Ships Based on Hybrid Particle Swarm Optimization
文献摘要：
Maritime transportation has become an important part of the international trade system. To promote its sustainable de-velopment, it is necessary to reduce the fuel consumption of ships, decrease navigation risks, and shorten the navigation time. Ac-cordingly, planning a multi-objective route for ships is an effective way to achieve these goals. In this paper, we propose a multi-ob-jective optimal ship weather routing system framework. Based on this framework, a ship route model, ship fuel consumption model, and navigation risk model are established, and a non-dominated sorting and multi-objective ship weather routing algorithm based on particle swarm optimization is proposed. To fasten the convergence of the algorithm and improve the diversity of route solutions, a mutation operation and an elite selection operation are introduced in the algorithm. Based on the Pareto optimal front and Pareto optimal solution set obtained by the algorithm, a recommended route selection criterion is designed. Finally, two sets of simulated navigation simulation experiments on a container ship are conducted. The experimental results show that the proposed multi- objec-tive optimal weather routing system can be used to plan a ship route with low navigation risk, short navigation time, and low fuel consumption, fulfilling the safety, efficiency, and economic goals.
文献关键词：
中图分类号：
作者姓名：
ZHAO Wei;WANG Hongbo;GENG Jianning;HU Wenmei;ZHANG Zhanshuo;ZHANG Guangyu
作者机构：
State Key Laboratory on Integrated Optoelectronics,College of Electronic Science and Engineering,Jilin University,Changchun 130000,China;China State Shipbuilding Corporation(CSSC)Marine Technology Co.,Ltd.,Beijing 100070,China
文献出处：
引用格式：
[1]ZHAO Wei;WANG Hongbo;GENG Jianning;HU Wenmei;ZHANG Zhanshuo;ZHANG Guangyu-.Multi-Objective Weather Routing Algorithm for Ships Based on Hybrid Particle Swarm Optimization)[J].中国海洋大学学报（自然科学英文版）,2022(01):28-38
A类：
fasten
B类：
Multi,Objective,Weather,Routing,Algorithm,Ships,Based,Hybrid,Particle,Swarm,Optimization,Maritime,transportation,has,become,important,international,trade,system,To,promote,its,sustainable,velopment,necessary,reduce,fuel,consumption,ships,decrease,navigation,risks,shorten,Ac,cordingly,planning,multi,objective,route,effective,way,achieve,these,goals,In,this,paper,optimal,weather,routing,framework,model,established,dominated,sorting,algorithm,particle,swarm,optimization,proposed,convergence,improve,diversity,solutions,mutation,operation,elite,selection,introduced,Pareto,front,obtained,by,recommended,criterion,designed,Finally,two,sets,simulated,simulation,experiments,container,conducted,experimental,results,show,that,can,used,low,fulfilling,safety,efficiency,economic
AB值：
0.503316
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