A functional framework for agent-based models of exchange

A functional framework for agent-based models of exchange

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Article ID: iaor201111890
Volume: 218
Issue: 8
Start Page Number: 4025
End Page Number: 4040
Publication Date: Dec 2011
Journal: Applied Mathematics and Computation
Authors: , , , , , ,
Keywords: networks, investment
Abstract:

We propose a functional framework for studying agent‐based dynamical models of exchange. The framework consists of a notation and of a number of elementary definitions. We argue that – in comparison to narrative descriptions – the framework has a number of advantages: (1) it allows one to express precisely the relationships between the classical notion of general equilibrium and agent‐based models of exchange; (2) it supports computational descriptions of models of exchange which can be unambiguously implemented; (3) it assists the numerical investigation of such models by providing a specific set of elementary notions and computational primitives. These can be used to deduce model properties and to setup ‘crucial’ numerical experiments for validating model implementations. In a companion paper, we apply the framework to specify and study a model of exchange in which multiple equilibrium prices coexist and prices evolve according to a simple trading scheme and to a generic genetic rule.

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