Kinetic Wealth Model

Start with 100 identical agents, each holding 100 units of wealth.

At each step:

  • Pick two random agents.
  • Calculate 10% of the poorer agent’s wealth.
  • Flip a coin — one agent gives that amount to the other.

Repeat this 100,000 times.

Despite fair rules, inequality emerges: a few agents get rich, many get poor.

The plot shows wealth distribution at the start ( red) and end ( blue) of the simulation.

Dragulescu, A., & Yakovenko, V. M. (2000). Statistical mechanics of money. Eur. Phys. J. B, 17(4), 723–729. https://doi.org/10.1007/s100510070114

Kinetic Wealth Distribution
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Matthew Effect

Start with 100 identical agents, each holding 100 units of wealth.

At each step:

  • Pick one agent at random, weighted by how much wealth they already have.
  • Give them 1 additional unit of wealth.

Repeat this 100,000 times.

Early luck snowballs: the rich get richer, the poor fall behind.

The plot shows wealth distribution at the start ( red) and end ( blue) of the simulation.

Merton, R. K. (1968). The Matthew Effect in Science. Science, 159(3810), 56–63.

Matthew Effect Wealth Distribution
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