Abstract
In this paper, we develop a dynamic network economic model of a service-oriented Internet with price and quality competition using projected dynamical systems theory. This research, is motivated, in part, by the Future Generation Internet (FGI), which will need to handle a spectrum of requirements of next-generation applications. The decision-makers are the content providers and the transport network providers who select the prices that they charge as well as the quality levels of their content and network provision, respectively. Consumers, that is, users at the demand markets, respond through the demand functions which reflect the attractiveness of the composition of content and network services as reflected by the prices charged and the quality levels. We prove that the stationary points of the projected dynamical system coincide with the set of solutions of a variational inequality problem and provide qualitative analysis, including stability analysis results. In addition, we describe an algorithm, which yields a discrete-time approximation of the continuous-time adjustment processes until a stationary point, equivalently, an equilibrium, is achieved. The computational procedure is then applied to solve numerical examples in order to demonstrate the generality of the framework.
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References
Altman, E., Legout, A., Xu, Y.: Network non-neutrality debate: an economic analysis. In: Networking 2011. Springer, Berlin (2011)
Bertrand, J.: Theorie mathematique de la richesse sociale. J. Savants 67, 499–508 (1883)
Cruz, J.M.: Dynamics of supply chain networks with corporate social responsibility through integrated environmental decision-making. Eur. J. Oper. Res. 184, 1005–1031 (2008)
Dupuis, P., Nagurney, A.: Dynamical systems and variational inequalities. Ann. Oper. Res. 44, 9–42 (1993)
Economides, N., Tag, J.: Network neutrality on the internet: a two-sided market analysis. Inf. Econ. Policy 24(2), 91–104 (2012)
Girard, B., Tabareau, N., Pham, Q.C., Berthoz, A., Slotine, J.J.: Where neuroscience and dynamic system theory meet autonomous robotics: a contracting basal ganglia model for action selection. Neural Netw. 21(4), 628–641 (2008)
Hermalin, B.E., Katz, M.L.: The economics of product-line restrictions with an application to the network neutrality debate. Inf. Econ. Policy 19(2), 215–248 (2007)
Jain, R., Durresi, A., Paul, S.: Future internet architectures: design and deployment perspectives. IEEE Commun. Mag. 49(7), 24–25 (2011)
Laffont, J., Marcus, S., Rey, P., Tirole, J.: Internet interconnection and the off-netcost pricing principle. RAND J. Econ. 34(2), 370–390 (2003)
Lv, Q., Rouskas, G.N.: An economic model for pricing tiered network services. Ann. Telecommun. 65, 147–161 (2010)
Musacchio, J., Schwartz, G., Walrand, J.: Network economics: neutrality, competition, and service differentiation. In: Ramamurthy, B., Rouskas, G., Sivalingam, K. (eds.) Next-Generation Internet Architectures and Protocols. Cambridge University Press, Cambridge (2011)
Nagurney, A.: Network Economics: A Variational Inequality Approach. Kluwer Academic, Dordrecht (1999)
Nagurney, A.: Supply Chain Network Economics: Dynamics of Prices, Flows, and Profits. Edward Elgar Publishing, Cheltenham (2006)
Nagurney, A.: Financial networks. In: Zopounidis, C., Doumpos, M., Pardalos, P.M. (eds.) Handbook of Financial Engineering. Springer, New York (2008)
Nagurney, A., Li, D.: A dynamic network oligopoly model with transportation costs, product differentiation, and quality competition. Comput. Econ. (2013). doi:10.1007/s10614-013-9387-6
Nagurney, A., Wolf, T.: A Cournot–Nash–Bertrand game theory model of a service-oriented Internet with price and quality competition among network transport providers. Comput. Manag. Sci. (2013). doi:10.1007/s10287-013-0183-5
Nagurney, A., Zhang, D.: Projected Dynamical Systems and Variational Inequalities with Applications. Kluwer Academic, Boston (1996)
Nagurney, A., Cruz, J., Toyasaki, F.: Statics and dynamics of global supply chain networks with environmental decision-making. In: Chinchuluun, A., Migdalas, A., Pardalos, P.M., Pitsoulis, L. (eds.) Pareto Optimality, Game Theory and Equilibria. Springer, Berlin (2008)
Nagurney, A., Li, D., Wolf, T., Saberi, S.: A network economic game theory model of a service-oriented internet with choices and quality competition. Netnomics 14(1–2), 1–25 (2013)
Nash, J.F.: Equilibrium points in n-person games. Proc. Natl. Acad. Sci. USA 36, 48–49 (1950)
Nash, J.F.: Noncooperative games. Ann. Math. 54, 286–298 (1951)
Saberi, S., Nagurney, A., Wolf, T.: Price and Quality Competition in a Service-Oriented Internet. Isenberg School of Management, University of Massachusetts, Amherst (2013)
Sandholm, W.: Population Games and Evolutionary Dynamics. MIT Press, Cambridge (2010)
Singh, R., Yuksel, M., Kalyanaraman, S., Ravichandran, T.: A comparative evaluation of Internet pricing models: smart market and dynamic capacity contracting. In: Proceedings of Workshop on Information Technologies and Systems (WITS), pp. 199. (2000)
Smith, B.R., Garcia-Luna-Aceves, J.J.: Best effort quality-of-service. In: Proceedings of 17th International Conference on Computer Communications and Networks USA, p. 1–6 (2008)
Wolf, T., Griffioen, J., Calvert, K.L., Dutta, R., Rouskas, G.N., Baldine, I., Nagurney, A.: Choice as a principle in network architecture. ACM SIGCOMM Comput. Commun. Rev. 42(4), 105–106 (2012)
Yaipairoj, S., Harmantzis, F.C.: Dynamic pricing with “alternatives” for mobile networks. IEEE WCNC, pp. 671–676. (2004)
Zhang, D., Nagurney, A.: On the stability of projected dynamical systems. J. Optim. Theory Appl. 85, 97–124 (1995)
Zhang, Z.L., Nabipay, P., Odlyzko, A., Guerin, R.: Interactions, competition and innovation in a service-oriented Internet: an economic model. In: IEEE INFOCOM10, pp. 1–5 (2010)
Acknowledgements
This research was supported by the National Science Foundation (NSF) grant CISE #1111276, for the NeTS: Large: Collaborative Research: Network Innovation Through Choice project awarded to the University of Massachusetts Amherst. This support is gratefully acknowledged.
The first author thanks the organizers of the Network Models in Economics and Finance Conference: Professors Valery Kalyagin, Panos M. Pardalos, and Themistocles M. Rassias, which took place in Athens, Greece, June 13–15 2013, for the opportunity to present a plenary talk. This paper was inspired, in part, by her presentation and related research.
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Nagurney, A., Li, D., Saberi, S., Wolf, T. (2014). A Dynamic Network Economic Model of a Service-Oriented Internet with Price and Quality Competition. In: Kalyagin, V., Pardalos, P., Rassias, T. (eds) Network Models in Economics and Finance. Springer Optimization and Its Applications, vol 100. Springer, Cham. https://doi.org/10.1007/978-3-319-09683-4_12
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