Evolutionary Modelling in Economics: A Survey of Methods and Building Blocks
AbstractIn this paper we present an overview of methods and components of formal economic models employing evolutionary approaches. This compromises two levels: (1) techniques of evolutionary modelling, including multi-agent modelling, evolutionary algorithms and evolutionary game theory; (2) building blocks or components of formal models classified into core processes and features of evolutionary systems - diversity, innovation and selection - and additional elements, such as bounded rationality, diffusion, path dependency and lock-in, co-evolutionary dynamics, multilevel and group selection, and evolutionary growth. We focus our attention on the characteristics of models and techniques and their underlying assumptions.
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Bibliographic InfoPaper provided by Philipps University Marburg, Department of Geography in its series Papers on Economics and Evolution with number 2008-06.
Date of creation: Jun 2008
Date of revision:
bounded rationality; evolutionary algorithms; evolutionary game theory; evolutionary growth; innovation; multilevel evolution; neo-Schumpeterian models Length 51 pages;
Find related papers by JEL classification:
- B52 - Schools of Economic Thought and Methodology - - Current Heterodox Approaches - - - Institutional; Evolutionary
- C60 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - General
- C73 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Stochastic and Dynamic Games; Evolutionary Games
This paper has been announced in the following NEP Reports:
- NEP-ALL-2008-06-21 (All new papers)
- NEP-CBE-2008-06-21 (Cognitive & Behavioural Economics)
- NEP-CMP-2008-06-21 (Computational Economics)
- NEP-EVO-2008-06-21 (Evolutionary Economics)
- NEP-HPE-2008-06-21 (History & Philosophy of Economics)
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