Game-theoretical models for competition analysis in a new emerging liner container shipping market

This paper develops three game-theoretical models to analyze shipping competition between two carriers in a new emerging liner container shipping market. The behavior of each carrier is characterized by an optimization model with the objective to maximize his payoff by setting optimal freight rate and shipping deployment (a combination of service frequency and ship capacity setting). The market share for each carrier is determined by the Logit-based discrete choice model. Three competitive game strategic interactions are further investigated, namely, Nash game, Stackelberg game and deterrence by taking account of the economies of scale of the ship capacity settings. Three corresponding competition models with discrete pure strategy are formulated as the variables in shipment deployment are indivisible and the pricing adjustment is step-wise in practice. A ɛ -approximate equilibrium and related numerical solution algorithm are proposed to analyze the effect of Nash equilibrium. Finally, the developed models are numerically evaluated by a case study. The case study shows that, with increasing container demand in the market, expanding ship capacity setting is preferable due to its low marginal cost. Furthermore, Stackelberg equilibrium is a prevailing strategy in most market situations since it makes players attain more benefits from the accommodating market. Moreover, the deterrence effects largely depend on the deterrence objective. An aggressive deterrence strategy may make potential monopolist suffer large benefit loss and an easing strategy has little deterrence effect.

[1]  Evangelos Markakis,et al.  New algorithms for approximate Nash equilibria in bimatrix games , 2007, Theor. Comput. Sci..

[2]  Kevin Cullinane,et al.  ECONOMIES OF SCALE IN LARGE CONTAINERSHIPS: OPTIMAL SIZE AND GEOGRAPHICAL IMPLICATIONS. , 2000 .

[3]  Peter Duersch,et al.  Pure Saddle Points and Symmetric Relative Payoff Games , 2010, ArXiv.

[4]  Nicole Adler,et al.  Competition in a deregulated air transportation market , 2001, Eur. J. Oper. Res..

[5]  Xiaotie Deng,et al.  Settling the Complexity of Two-Player Nash Equilibrium , 2006, 2006 47th Annual IEEE Symposium on Foundations of Computer Science (FOCS'06).

[6]  Paul G. Spirakis,et al.  An Optimization Approach for Approximate Nash Equilibria , 2007, WINE.

[7]  Tae-Woo Lee,et al.  A game-theoretic analysis of competition among container port hubs: the case of Busan and Shanghai 1 , 2008 .

[8]  Maria N. Arbatskaya Can low-price guarantees deter entry? , 2001 .

[9]  Anming Zhang,et al.  COMPETITION IN AIRLINE NETWORKS: THE CASE OF CONSTANT ELASTICITY DEMANDS , 1993 .

[10]  Anming Zhang,et al.  Effects of high-speed rail and air transport competition on prices, profits and welfare , 2012 .

[11]  C. Fisk GAME THEORY AND TRANSPORTATION SYSTEMS MODELLING , 1984 .

[12]  C. Barbot Can low cost carriers deter or accommodate entry , 2008 .

[13]  P. T. Lee,et al.  South-South trade liberalisation and shipping geography: a case study on India, Brazil, and South Africa , 2012 .

[14]  Pedro Cantos Sánchez,et al.  Competition and horizontal integration in maritime freight transport , 2010 .

[15]  Peter Duersch,et al.  Pure strategy equilibria in symmetric two-player zero-sum games , 2011, Int. J. Game Theory.

[16]  William W. Wilson,et al.  Congestion, port expansion and spatial competition for US container imports , 2012 .

[17]  Liming Liu,et al.  Post-entry container port capacity expansion , 2012 .

[18]  Entry deterrence and quality provision in the local bus market , 2002 .

[19]  J. Nash Equilibrium Points in N-Person Games. , 1950, Proceedings of the National Academy of Sciences of the United States of America.

[20]  Jeppe Rich,et al.  A weighted logit freight mode-choice model , 2009 .

[21]  M. Parlar,et al.  Game Theoretic Applications in Supply Chain Management: A Review , 2005 .

[22]  R. Pearson Some doubts on the contestability of liner shipping markets , 1987 .

[23]  Akio Imai,et al.  The economic viability of container mega-ships , 2006 .

[24]  Hokey Min,et al.  Developing bi-level equilibrium models for the global container transportation network from the perspectives of multiple stakeholders , 2010 .

[25]  J E Davies COMPETITION, CONTESTABILITY AND THE LINER SHIPPING INDUSTRY , 1986 .

[26]  François Robert,et al.  Discrete iterations - a metric study , 1986, Springer series in computational mathematics.

[27]  Peter C. Fishburn,et al.  Utility theory for decision making , 1970 .

[28]  M. Ravibabu,et al.  A nested logit model of mode choice for inland movement of export shipments: A case study of containerised export cargo from India , 2013 .

[29]  Kurt Van Dender,et al.  Prices, capacities and service quality in a congestible Bertrand duopoly , 2005 .

[30]  John Duggan,et al.  Equilibrium existence for zero-sum games and spatial models of elections , 2007, Games Econ. Behav..

[31]  Reza Zanjirani Farahani,et al.  Network design approach for hub ports-shipping companies competition and cooperation , 2013 .

[32]  W. B. Jankowski COMPETITION, CONTESTABILITY, AND THE LINER SHIPPING INDUSTRY: A COMMENT , 1989 .

[33]  N. Shashikumar COMPETITION AND MODELS OF MARKET STRUCTURE IN LINER SHIPPING. , 1995 .

[34]  Yosef Sheffi,et al.  Urban Transportation Networks: Equilibrium Analysis With Mathematical Programming Methods , 1985 .

[35]  Y. Mansour,et al.  Algorithmic Game Theory: Learning, Regret Minimization, and Equilibria , 2007 .

[36]  T. Notteboom,et al.  Shipping line dominance and freight rate practices on trade routes: the case of the Far East-South Africa trade , 2013 .

[37]  Theo Notteboom,et al.  A strategic network choice model for global container flows: specification, estimation and application , 2011 .

[38]  Ya Wang A bi-level programming approach for the shipper-carrier network problem , 2002 .

[39]  Hai Yang,et al.  A Game-Theoretic Analysis of Competition in a Deregulated Bus Market , 2005 .

[40]  de Pw Peter Langen,et al.  Port competition and selection in contestable hinterlands; the case of Austria , 2007, European Journal of Transport and Infrastructure Research.

[41]  Xiaoning Zhang,et al.  Stackelberg games and multiple equilibrium behaviors on networks , 2007 .

[42]  Yu. B. Zudin,et al.  Mat hemat ical Engineering , 2003 .

[43]  Hai-Jun Huang,et al.  Competitive, cooperative and Stackelberg congestion pricing for multiple regions in transportation networks , 2011 .

[44]  Ariel Rubinstein,et al.  A Course in Game Theory , 1995 .

[45]  Zizhuo Wang,et al.  A unified framework for dynamic pari-mutuel information market design , 2009, EC '09.

[46]  M. Fusillo Excess Capacity and Entry Deterrence: The Case of Ocean Liner Shipping Markets , 2003 .

[47]  M. Ben-Akiva,et al.  Discrete choice analysis , 1989 .

[48]  Akifumi Kira,et al.  An Application of a discrete Fixed Point Theorem to a Game in Expansive Form , 2013, Asia Pac. J. Oper. Res..

[49]  Indrajit Mallick,et al.  On the Existence of Pure Strategy Nash Equilibria in Two Person Discrete Games , 2009 .

[50]  Maria Boile,et al.  Modeling the Oligopolistic and Competitive Behavior of Carriers in Maritime Freight Transportation Networks , 2012 .

[51]  Kevin Cullinane,et al.  ECONOMIES OF SCALE IN LARGE CONTAINER SHIPS , 1999 .

[52]  Jiuh-Biing Sheu,et al.  Airline ambidextrous competition under an emissions trading scheme – A reference-dependent behavioral perspective , 2014 .

[53]  Adib Kanafani,et al.  A disaggregate analysis of port selection , 2004 .

[54]  Takuya Iimura A discrete fixed point theorem and its applications , 2003 .

[55]  Hai Yang,et al.  Competition and efficiency of private toll roads , 2007 .

[56]  Erik T. Verhoef,et al.  Competition in Multi-Modal Transport Networks: A Dynamic Approach , 2012 .

[57]  Stef Proost,et al.  Private Port Pricing and Public Investment in Port and Hinterland Capacity , 2007 .

[58]  Aranyak Mehta,et al.  Progress in approximate nash equilibria , 2007, EC '07.

[59]  Zaifu Yang,et al.  Discrete fixed point analysis and its applications , 2009 .

[60]  Ziona Austrian,et al.  Freight transportation demand: A survey of recent econometric studies , 1989 .

[61]  T. Notteboom,et al.  The effect of high fuel costs on liner service configuration in container shipping , 2009 .

[62]  Norbert Oppenheim,et al.  Urban Travel Demand Modeling: From Individual Choices to General Equilibrium , 1995 .

[63]  Derek J. Clark,et al.  Competition in complementary transport services , 2014 .

[64]  Haishu Lu,et al.  On the Existence of Pure Strategy Nash Equilibrium for Non-cooperative Games in L-convex Spaces , 2007, 2009 International Conference on Intelligent Human-Machine Systems and Cybernetics.

[65]  S. Theofanis,et al.  Hierarchical Interactions between Shippers and Carriers in International Maritime Freight Transportation Networks , 2012 .

[66]  Stefan Voß,et al.  Game Theoretical Aspects in Modeling and Analyzing the Shipping Industry , 2011, ICCL.

[67]  Zaifu Yang,et al.  A study on the demand and response correspondences in the presence of indivisibilities , 2009 .

[68]  Ming Hsin Lin,et al.  Airline alliances and entry deterrence , 2008 .

[69]  Brian Slack,et al.  Container freight rates and the role of surcharges , 2011 .

[70]  J. Davies Contestability theory and liner shipping—some doubts on Pearson's doubts , 1988 .

[71]  Bruno De Borger,et al.  A game theoretical approach to competition between multi-user terminals: the impact of dedicated terminals , 2011 .

[72]  Young-Tae Chang,et al.  A game theoretical analysis of port competition , 2013 .

[73]  Michael G.H. Bell,et al.  A game theory approach to measuring the performance reliability of transport networks , 2000 .