Title
A kinetic model for an agent based market simulation.
Abstract
A kinetic model for a specific agent based simulation to generate the sales curves of successive generations of high-end computer chips is developed. The resulting continuum market model consists of transport equations in two variables, representing the availability of money and the desire to buy a new chip. In lieu of typical collision terms in the kinetic equations that discontinuously change the attributes of an agent, discontinuous changes are initiated via boundary conditions between sets of partial differential equations. A scaling analysis of the transport equations determines the different time scales that constitute the market forces, characterizing different sales scenarios. It is argued that the resulting model can be adjusted to generic markets of multi-generational technology products where the innovation time scale is an important driver of the market.
Year
DOI
Venue
2015
10.3934/nhm.2015.10.527
NETWORKS AND HETEROGENEOUS MEDIA
Keywords
Field
DocType
Kinetic theory,agent based simulations,market models,multigenerational technology products
Boundary value problem,Mathematical optimization,Market forces,Collision,Market simulation,Kinetic model,Market model,Scaling,Partial differential equation,Mathematics
Journal
Volume
Issue
ISSN
10
SP3
1556-1801
Citations 
PageRank 
References 
0
0.34
3
Authors
3
Name
Order
Citations
PageRank
Dieter Armbruster111520.96
Christian A. Ringhofer27611.62
Andrea Thatcher300.34