Dynamic intersectoral models with power-law memory

Intersectoral dynamic models with power-law memory are proposed. The equations of open and closed intersectoral models, in which the memory effects are described by the Caputo derivatives of non-integer orders, are derived. We suggest solutions of these equations, which have the form of linear combinations of the Mittag-Leffler functions and which are characterized by different effective growth rates. Examples of intersectoral dynamics with power-law memory are suggested for two sectoral cases. We formulate two principles of intersectoral dynamics with memory: the principle of changing of technological growth rates and the principle of domination change. It has been shown that in the input-output economic dynamics the effects of fading memory can change the economic growth rate and dominant behavior of economic sectors.

[1]  Vasily E. Tarasov,et al.  Economic Accelerator with Memory: Discrete Time Approach , 2016 .

[2]  Wassily Leontief Input-Output Economics , 1966 .

[3]  V. Pokrovskii Econodynamics: The Theory of Social Production , 2011 .

[4]  R. Gorenflo,et al.  Fractional calculus and continuous-time finance , 2000, cond-mat/0001120.

[5]  Varsha Daftardar-Gejji,et al.  Analysis of a system of fractional differential equations , 2004 .

[6]  Vasily E. Tarasov,et al.  Fractional Dynamics of Natural Growth and Memory Effect in Economics , 2016 .

[7]  W. Leontief,et al.  The structure of American economy, 1919-1929 : an empirical application of equilibrium analysis , 1942 .

[8]  José António Tenreiro Machado,et al.  Fractional Dynamics in Financial Indices , 2012, Int. J. Bifurc. Chaos.

[9]  Mehdi Rahimy,et al.  Applications of Fractional Differential Equations , 2010 .

[10]  R. Gorenflo,et al.  Mittag-Leffler Functions, Related Topics and Applications , 2014, Springer Monographs in Mathematics.

[11]  Xavier Gabaix,et al.  Power Laws in Economics: An Introduction , 2016 .

[12]  Álvaro Cartea,et al.  Fractional Diffusion Models of Option Prices in Markets With Jumps , 2006 .

[13]  Nikolai N. Leonenko,et al.  Fractional Skellam processes with applications to finance , 2014 .

[14]  I. Podlubny Fractional differential equations , 1998 .

[15]  Enrico Scalas,et al.  Waiting-times and returns in high-frequency financial data: an empirical study , 2002, cond-mat/0203596.

[16]  Xavier Gabaix,et al.  Power Laws in Economics and Finance , 2009 .

[17]  Yuri Luchko,et al.  Modeling of financial processes with a space-time fractional diffusion equation of varying order , 2016 .

[18]  Gilles Teyssière,et al.  Long Memory in Economics , 2006 .

[19]  Bruce J. West,et al.  Fractional Langevin model of memory in financial markets. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[20]  Vasily E. Tarasov,et al.  Economic Growth Model with Constant Pace and Dynamic Memory , 2017 .

[21]  Vasily E. Tarasov,et al.  Economic interpretation of fractional derivatives , 2017, 1712.09575.

[22]  V. E. Tarasov,et al.  Logistic map with memory from economic model , 2017, 1712.09092.

[23]  R. Gorenflo,et al.  Fractional calculus and continuous-time finance II: the waiting-time distribution , 2000, cond-mat/0006454.

[24]  K. Diethelm The Analysis of Fractional Differential Equations: An Application-Oriented Exposition Using Differential Operators of Caputo Type , 2010 .

[25]  Bruce J. West,et al.  Fractional Langevin model of memory in financial time series. , 2002, Physical review. E, Statistical, nonlinear, and soft matter physics.

[26]  H. Srivastava,et al.  Theory and Applications of Fractional Differential Equations , 2006 .

[27]  Vito Volterra,et al.  Theory of Functionals and of Integral and Integro-Differential Equations , 2005 .

[28]  J. Blackledge Application of the Fractional Diffusion Equation for Predicting Market Behaviour , 2010 .

[29]  Enrico Scalas,et al.  Coupled continuous time random walks in finance , 2006 .

[30]  M. Shubik,et al.  Convex structures and economic theory , 1968 .

[31]  N. Laskin Fractional market dynamics , 2000 .

[32]  Vasily E. Tarasov,et al.  Memory effects in hereditary Harrod-Domar model , 2016 .

[33]  Peter Lancaster,et al.  The theory of matrices , 1969 .

[34]  A. Chikrii,et al.  Generalized Mittag-Leffler matrix functions in game problems for evolutionary equations of fractional order , 2000 .

[35]  R. Bellman Introduction To Matrix Analysis Second Edition , 1997 .

[36]  Vasily E. Tarasov,et al.  Memory effects in hereditary Keynesian model , 2016 .

[37]  R. Vilela Mendes,et al.  A fractional calculus interpretation of the fractional volatility model , 2009 .

[38]  Enrico Scalas,et al.  The application of continuous-time random walks in finance and economics , 2006 .

[39]  Conflict-Controlled Processes Involving Fractional Differential Equations with Impulses , 2012 .

[40]  O. Marichev,et al.  Fractional Integrals and Derivatives: Theory and Applications , 1993 .

[41]  V. E. Tarasov Fractional Dynamics: Applications of Fractional Calculus to Dynamics of Particles, Fields and Media , 2011 .

[42]  Richard Bellman,et al.  Introduction to Matrix Analysis , 1972 .