Multiobjective Optimization Based Vessel Collision Avoidance Strategy Optimization
Joint Authors
Zhang, Chuang
Xu, Qingyang
Wang, Ning
Source
Mathematical Problems in Engineering
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-9, 9 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-02-06
Country of Publication
Egypt
No. of Pages
9
Main Subjects
Abstract EN
The vessel collision accidents cause a great loss of lives and property.
In order to reduce the human fault and greatly improve the safety of marine traffic, collision avoidance strategy optimization is proposed to achieve this.
In the paper, a multiobjective optimization algorithm NSGA-II is adopted to search for the optimal collision avoidance strategy considering the safety as well as economy elements of collision avoidance.
Ship domain and Arena are used to evaluate the collision risk in the simulation.
Based on the optimization, an optimal rudder angle is recommended to navigator for collision avoidance.
In the simulation example, a crossing encounter situation is simulated, and the NSGA-II searches for the optimal collision avoidance operation under the Convention on the International Regulations for Preventing Collisions at Sea (COLREGS).
The simulation studies exhibit the validity of the method.
American Psychological Association (APA)
Xu, Qingyang& Zhang, Chuang& Wang, Ning. 2014. Multiobjective Optimization Based Vessel Collision Avoidance Strategy Optimization. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-507695
Modern Language Association (MLA)
Xu, Qingyang…[et al.]. Multiobjective Optimization Based Vessel Collision Avoidance Strategy Optimization. Mathematical Problems in Engineering No. 2014 (2014), pp.1-9.
https://search.emarefa.net/detail/BIM-507695
American Medical Association (AMA)
Xu, Qingyang& Zhang, Chuang& Wang, Ning. Multiobjective Optimization Based Vessel Collision Avoidance Strategy Optimization. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-9.
https://search.emarefa.net/detail/BIM-507695
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-507695