QUALITATIVE ANALYSIS OF THE NONLINEAR ADVERTISING DIFFUSION MODEL

Main Article Content

В. В. Атамась
В. С. Денисенко
В. О. Денисенко

Abstract

In this paper a qualitative analysis of the nonlinear dynamic advertising diffusion model have been carried out. Using the first Lyapunov method, the  asymptotic stability of the equilibrium position of the system of equations of perturbed motion (stability by linear approximation) has been investigated and sufficient asymptotic stability conditions in terms of algebraic inequalities has been obtained based on Routh-Hurwitz conditions. The domain of asymptotic stability has been constructed. To investigate stability of equilibrium position in a critical case we first transform our initial nonlinear system of differential equations to a normal form of Poincare. Then using the second Lyapunov method (quadratic positive definite Lyapunov function), we establish the asymptotic stability of a singular point in the critical case. It is shown that the boundary of the asymptotic stability domain is safe and there is a soft loss of stability. The existence of a stable limit cycle (Hopf bifurcation) is proved. Basing on the Poincare-Bendixon theorem, the existence of the limit cycle (stable periodic solution) has been established. Using the  Poincare normal form, the parameters of self-oscillations and the formula for limit cycle and its period  have been approximately  determined.

Article Details

Section
Mathematical and Calculation Physics
Author Biographies

В. В. Атамась, The Bohdan Khmelnytsky National University of Cherkasy

Candidate of physical and mathematical sciences, associate professor, head of the department of algebra and mathematical analysis

В. С. Денисенко, The Bohdan Khmelnytsky National University of Cherkasy

Candidate of physical and mathematical sciences, associate professor, assistant professor of economics and business modeling department

В. О. Денисенко, The Bohdan Khmelnytsky National University of Cherkasy

Candidate of Economic Sciences, Senior Lecturer of the Department of Economics and International Economic Relations

References

Bass F.M. (1969). A new product growth for model consumer durables. Management Science,15(5), 215–227.

Radas S. (2006). Diffusion models in marketing: how to incorporate the effect of external influence.Privredna kretanja i ekonomska politika, 15(105), 30–51.

Robinson B., Lakhani C. (1975). Dynamic Price Models for New Product Planning. Management Science, 10, 1113–1122.

Horsky D., Simon L.S. (1983). Advertising and the diffusion of new products. Marketing Science, 2, 1–18.

Kalish S. (1985). A New Product Adoption Model with Pricing, Advertising, and Uncertainty. Management Science, 31,1569–1585.

Feichtinger G. (1981). Optimal Pricing in a Diffusion Model with Nonlinear PriceDependent Market Potential. Working Paper No. 43, Operations Research Department, Technische Universitat Wien, December.

Bass F.M., Jain D., Krishnan T. (1994). Why the Bass model fits without decision variables. Marketing Science, 13, 204–223.

Nicoleta Sirghi, Mihaela Neamtu (2013). Deterministic and stochastic advertising diffusion model with delay. Wseas Transactions On Systems and Control, 8 (4), P. 141–150.

Rogers E. M. (2003). Diffusion of innovations (5th ed.), New York.

Babenko S.V., Slyn’ko V.I. (2008). Устойчивость движения нелинейных систем с импульсным воздействием в критических случаях. Доп. НАН України, 6, 46 – 52.

Dvirnyi A.I., Slyn’ko V.I. (2014). On stability of critical equilibrium states of some classes of complex impulsive systems. Journal of Computer and Systems Sciences International, 53 (1), 20–32.

Feichtinger G. (1992). Hopf bifurcation in an advertising diffusion model. Journal of Economic Behavior and Organization, 17, 401–411.

Демидович Б.П. (1967). Лекции по математической теории устойчивости, М.: Наука, 1967, 472 c.

Arnold V.I. Henri Poincaré: Selected Works in Three Volumes. V. 1. / V.I. Arnold.– Springer-Verlag Berlin Heidelberg, 2014.

Hasselblatt B., Katok A. (2003). A first Course in Dynamics. Cambridge University Press.