This paper presents hydrodynamic-like model of business cycles aggregate fluctuations of economic and financial variables. We model macroeconomics as ensemble of economic agents on economic space and agent's risk ratings play role of their coordinates. Sum of economic variables of agents with coordinate x define macroeconomic variables as functions of time and coordinates x. We describe evolution and interactions between macro variables on economic space by hydrodynamic-like equations. Integral of macro variables over economic space defines aggregate economic or financial variables as functions of time t only. Hydrodynamic-like equations define fluctuations of aggregate variables. Motion of agents from low risk to high risk area and back define the origin for repeated fluctuations of aggregate variables. Economic or financial variables on economic space may define statistical moments like mean risk, mean square risk and higher. Fluctuations of statistical moments describe phases of financial and economic cycles. As example we present a simple model relations between Assets and Revenue-on-Assets and derive hydrodynamic-like equations that describe evolution and interaction between these variables. Hydrodynamic-like equations permit derive systems of ordinary differential equations that describe fluctuations of aggregate Assets, Assets mean risks and Assets mean square risks. Our approach allows describe business cycle aggregate fluctuations induced by interactions between any number of economic or financial variables.
Deep Dive into Econophysics of Business Cycles: Aggregate Economic Fluctuations, Mean Risks and Mean Square Risks.
This paper presents hydrodynamic-like model of business cycles aggregate fluctuations of economic and financial variables. We model macroeconomics as ensemble of economic agents on economic space and agent’s risk ratings play role of their coordinates. Sum of economic variables of agents with coordinate x define macroeconomic variables as functions of time and coordinates x. We describe evolution and interactions between macro variables on economic space by hydrodynamic-like equations. Integral of macro variables over economic space defines aggregate economic or financial variables as functions of time t only. Hydrodynamic-like equations define fluctuations of aggregate variables. Motion of agents from low risk to high risk area and back define the origin for repeated fluctuations of aggregate variables. Economic or financial variables on economic space may define statistical moments like mean risk, mean square risk and higher. Fluctuations of statistical moments describe phases of fin
1
Econophysics of Business Cycles: Aggregate Economic Fluctuations, Mean
Risks and Mean Square Risks
Victor Olkhov
TVEL, Kashirskoe sh. 49, Moscow, 115409, Russia
victor.olkhov@gmail.com
Abstract
This paper presents hydrodynamic-like model of business cycles aggregate fluctuations of
economic and financial variables. We model macroeconomics as ensemble of economic
agents on economic space and agent’s risk ratings play role of their coordinates. Sum of
economic variables of agents with coordinate x define macroeconomic variables as functions
of time and coordinates x. We describe evolution and interactions between macro variables
on economic space by hydrodynamic-like equations. Integral of macro variables over
economic space defines aggregate economic or financial variables as functions of time t only.
Hydrodynamic-like equations define fluctuations of aggregate variables. Motion of agents
from low risk to high risk area and back define the origin for repeated fluctuations of
aggregate variables. Economic or financial variables on economic space may define
statistical moments like mean risk, mean square risk and higher. Fluctuations of statistical
moments describe phases of financial and economic cycles. As example we present a simple
model relations between Assets and Revenue-on-Assets and derive hydrodynamic-like
equations that describe evolution and interaction between these variables. Hydrodynamic-like
equations permit derive systems of ordinary differential equations that describe fluctuations
of aggregate Assets, Assets mean risks and Assets mean square risks. Our approach allows
describe business cycle aggregate fluctuations induced by interactions between any number
of economic or financial variables.
Keywords: Business cycles, Aggregate fluctuations, Risk Ratings, Economic Space
JEL: C00, E00, F00, G00 1
1 This research did not receive any specific grant or financial support from TVEL or funding
agencies in the public, commercial, or not-for-profit sectors.
2
1.
Introduction
Fluctuations and waves are core properties of any complex system. Macroeconomic
fluctuations are the most valuable processes that have impact on all characters of economic
evolution and state. Modeling and forecasting business cycles aggregate fluctuations for
decades remain focal point of economic studies [1-8]. Origin and drivers of aggregate
fluctuations of economic and financial variables establish the key problems of business
cycles. Let quote only three statements “Theories of business cycles should presumably help
us to understand the salient characteristics of the observed pervasive and persistent non
seasonal fluctuations of the economy”. [3]. “Why aggregate variables undergo repeated
fluctuations about trend, all of essentially the same character? Prior to Keynes’ General
Theory, the resolution of this question was regarded as one of the main outstanding
challenges to economic research, and attempts to meet this challenge were called business
cycle theory.” [4]. “One of the most controversial questions in macroeconomics is what
explains business-cycle fluctuations?” [8].
Our paper presents a general model of aggregate fluctuations of economic and
financial variables and proposes further features that describe state and evolution of business
cycles phases. Due to [6] “The real business cycle theory is a business cycle application of
the Arrow-Debreu model, which is the standard general equilibrium theory of market
economies”. Our approach to business cycles is completely different from models based on
assumptions of general equilibrium [9], decisions making [10] and behavioral economics
[11]. We omit review of current state of business cycles and site [1-8] for great in-depth
discussion and numerous references.
We regard business cycles as essential property of economic evolution and describe
aggregate fluctuations of economic and financial variables as necessary feature of economic
processes. Our model of aggregate fluctuations does not require existence any external
shocks and disturbances of economic variables. Aggregate fluctuations reflect hidden
evolution of economic and financial variables of economic agents on economic space [12-
18]. Agent-based economic models are well known [19] but we suggest a different approach.
Let assume that it is possible estimate risk rating for all agents of entire economics like huge
banks and corporations and small firms and households. Let treat agent’s risk ratings as their
coordinates alike to coordinates of physical particles. Each economic agent has a lot of
economic and financial variables as Assets and Debts, Credits and Loans, Production
Function and Consumption and so on. Huge number of economic agents of entire economics
3
can be treated alike to “economic gas”. Certain parallels to kinetic theory of gases allows
establish transition fr
…(Full text truncated)…
This content is AI-processed based on ArXiv data.