Computational Intelligence Methods of a Safe Ship Control

The paper describes the application of selected methods of optimal control theory, game theory and artificial neural networks with the aim of computer support for a safe ship control in collision situations. It shows the structure of the control system and defines the task of safe control. Also presented are methodologies and models for collision avoidance strategies. Using Matlab software, positional game, risk game and dynamic optimal trajectory algorithms have been developed to provide computer support of navigator for collision avoidance at sea. A computer simulations showing safe trajectory through eighteen met ships at sea illustrates this.

[1]  Jason L. Speyer,et al.  Primer on Optimal Control Theory , 2010 .

[2]  Kazuhiko Hasegawa,et al.  Feasibility Study on Intelligent Marine Traffic System 1 , 2000 .

[3]  Mohammad Modarres.  Risk Analysis in Engineering : Techniques, Tools, and Trends , 2016 .

[4]  Ian Millington,et al.  Artificial Intelligence for Games , 2006, The Morgan Kaufmann series in interactive 3D technology.

[5]  Jacob Engwerda,et al.  LQ Dynamic Optimization and Differential Games , 2005 .

[6]  Lakhmi C. Jain,et al.  Computational Intelligence in Games , 2005, IEEE Transactions on Neural Networks.

[7]  Alan Wall,et al.  Radar and Arpa Manual , 1990 .

[8]  Enrico Zio.  BASIC CONCEPTS OF UNCERTAINTY AND SENSITIVITY ANALYSIS , 2009 .

[9]  Józef Lisowski,et al.  Sensitivity of computer support game algorithms of safe ship control , 2013, Int. J. Appl. Math. Comput. Sci..

[10]  Tim Roughgarden,et al.  Algorithmic Game Theory , 2007 .

[11]  Roman Śmierzchalski,et al.  Supporting navigator's decisions by visualizing ship collision risk , 2009 .

[12]  Enrico Zio,et al.  Computational Methods for Reliability and Risk Analysis , 2009 .

[13]  Bruce Bueno de Mesquita,et al.  An Introduction to Game Theory , 2014 .

[14]  Key Pyo Rhee,et al.  Development of Collision Avoidance System by Using Expert System and Search Algorithm , 2001 .

[15]  Zbigniew Pietrzykowski,et al.  Model systemu wspomagania decyzji nawigacyjnych na statku morskim , 2008 .

[16]  Mostefa Mohamed Seghir.  Safe Ship’s Control in a Fuzzy Environment Using a Genetic Algorithm , 2011 .

[17]  D S Bist.  Safety and Security at Sea , 2000 .

[18]  P. Varaiya,et al.  Differential games , 1971 .

[19]  Richard A. Cahill.  Collisions and their causes , 1983 .

[20]  T. Başar,et al.  Dynamic Noncooperative Game Theory , 1982 .

[21]  T. Başar,et al.  Dynamic Noncooperative Game Theory, 2nd Edition , 1998 .