NON-LINEAR DYNAMICS, COMPLEXITY AND RANDOMNESS: ALGORITHMIC FOUNDATIONS

K. Vela Velupillai
2011 Journal of economic surveys (Print)  
In this paper I make an attempt to describe, discuss and extend a few aspects of the rich mathematical tapestry that can be woven with rigorous notions of non-linear dynamics, complexity and randomness, in terms of algorithmic mathematics. It is a tapestry that I try to weave with economic analysis, economic theory and economic modelling in mind. All three notions -that is, non-linear dynamics, complexity and randomness -have a rich conceptual, modelling or analytic tradition in core areas of
more » ... onomic theory, both at the micro and macro levels. It is the algorithmic foundation I try to provide for them that could be considered the novel contribution in this paper. Once the algorithmic foundations are in place, it is, for example, almost natural to consider the famed difficulties of obtaining closed form solutions for non-linear, complex or random dynamic models in economics almost a trivial vestige of a pre-simulation era in mathematical modelling.
doi:10.1111/j.1467-6419.2010.00668.x fatcat:wnpmjzboqnflrk22eysk65lu5y