Genotype Phenotype: Difference between revisions
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= Concept = | = Concept = | ||
Currently, when we do modelling in economics and other social sciences, we are often creating ''agents'' purely as strategies -- we have a population of strategies, withought regard to the characteristics of the ''carrier''. This is an old debate in biology between | Currently, when we do modelling in economics and other social sciences, we are often creating ''agents'' purely as strategies -- we have a population of strategies, withought regard to the characteristics of the ''carrier''. This is an old debate in biology between [http://en.wikipedia.org/wiki/Phenotype Phenotype] (observable, measurable traits) and [http://en.wikipedia.org/wiki/Genotype Genotype] (normally strategy information such as motivation or game-play (in economics)). Should we worry about the current confounding of the two? .. Perhaps not, but if firms have a motivation/strategy for their behaviour, and (say) lose a production line due to a power-failure, or storm, then essentially their observable characteristics have changed, but their motivations/strategy remains the same (they may have a strategy for dealing with this event, but the point remains). | ||
= Modelling Thoughts = | = Modelling Thoughts = |
Revision as of 04:36, 5 June 2007
Involved
- Will Braynen
- Simon Angus (s.angus AT unsw.edu.au)
Concept
Currently, when we do modelling in economics and other social sciences, we are often creating agents purely as strategies -- we have a population of strategies, withought regard to the characteristics of the carrier. This is an old debate in biology between Phenotype (observable, measurable traits) and Genotype (normally strategy information such as motivation or game-play (in economics)). Should we worry about the current confounding of the two? .. Perhaps not, but if firms have a motivation/strategy for their behaviour, and (say) lose a production line due to a power-failure, or storm, then essentially their observable characteristics have changed, but their motivations/strategy remains the same (they may have a strategy for dealing with this event, but the point remains).
Modelling Thoughts
So we need to build a richer description of agents that are embodied in some way. Some have done this in the biological evolutionary literature by using external 'tagging' to indicate type characteristics, but these often have nothing to do with genotype, they are normally just modelling tools. (One could argue this for the firm model above -- that the firm loses a part of its 'body' is not coded for by strategy.) In economics, we need to ask what is a phenotype for a firm? What is it above and beyond its strategic decisions? Or for an individual, what determines its fitness/sucess, independant of its strategic play?
This ties into ideas of levels of selection -- what we are really arguing is that strategies do not play strategies, but individuals who have a strategy play against other individuals with their own strategy. The battle is at the observable/phenotypic scale, not the strategic... or is it?