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Distributed Multi-Objective Algorithm for Preventing Multi-Ship Collisions at Sea.

Authors :
Li, Jinxin
Wang, Hongbo
Guan, Zhiying
Pan, Chong
Source :
Journal of Navigation. Sep2020, Vol. 73 Issue 5, p971-990. 20p.
Publication Year :
2020

Abstract

Avoidance of collisions at sea is crucial to navigational safety. In this paper, we use a distributed algorithm to communicate the entire collision avoidance trajectory information for each ship. In each communication, we suggest a new improvement function considering safety and efficiency to identify the avoidance ship in each cycle. Considering the nonlinear collision avoidance trajectory of ships, a new method for calculating the degree of danger using a velocity obstacle algorithm is proposed. Therefore, in each communication, each ship considers the avoidance behaviours of other ships in planning its avoidance trajectory. Additionally, we combine bi-criterion evolution (BCE) and the ant lion optimiser to plan the entire collision avoidance path. Three scenarios are designed to demonstrate the performance of this method. The results show that the proposed method can find a suitable collision-free solution for all ships. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03734633
Volume :
73
Issue :
5
Database :
Academic Search Index
Journal :
Journal of Navigation
Publication Type :
Academic Journal
Accession number :
145030636
Full Text :
https://doi.org/10.1017/S0373463320000053