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Exploring Wealth Distribution Through Sugarscape Jordan Albright.

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Presentation on theme: "Exploring Wealth Distribution Through Sugarscape Jordan Albright."— Presentation transcript:

1 Exploring Wealth Distribution Through Sugarscape Jordan Albright

2 Purpose Analyze the wealth distribution of agents in Sugarscape over time Compare calculations with other studies Assess validity of project in scope of social science

3 Similar Studies An Agent-Based Model of Wealth Distribution Impullitti and Rebmann, 2002 Studied sugarscape wealth distribution in context of classical and neo-classical economics Found it difficult to bridge model and reality in agent based modeling

4 Similar Studies (cont.)‏ Aligning Simulation Models: A Case Study and Results Axtell, Axelrod, Epstein, Cohen, 1996 Attempted to synthesize results from Sugarscape and Axelrod model Difficult to streamline results of models when given same initial conditions

5 Sugarscape Movement –Vision Reproduction Death Sugar regrowth

6 Wealth Distribution Analysis Lorenz Curve –Proportion of distribution –Line of perfect equality –Basis for many other functions

7 Wealth Distribution Analysis Gini coefficient –Measure of inequality –Ratio ranging from 0 to 1 –Typical range of developed countries:.3 to.4

8 User Controls User can specify: –Initial population –Birth energy –Max. metabolism and vision –Inheritance on or off –Display vision of agents

9 Results Comparison of results with Impullitti: –Gini coefficient in project Without inheritance:.35 to.4 With inheritance:.4 to.5 –Gini coefficient in Impullitti:.3 to.33 Different rules for agents Different initial conditions

10 Results (cont.)‏ Non-inherited Small fluctuations in GC, vision, metabolism

11 Results (cont.)‏ Inherited Metabolism approaches lower limit Vision increases but does not reach maximum

12 Results (cont.)‏ Based on visual representation, bottlenecking Regions of unequal wealth distribution


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