Abstract
We propose a new herd mechanism and embed it into an open financial market system, which allows traders to get in and out of the system based on some transition rates. Moreover, the novel mechanism can avoid the volatility disappearance when the population scale increases. There are three kinds of heterogeneous agents in the system: optimistic, pessimistic and fundamental. Interactions especially occur among three different groups of agents instead of two, which makes the artificial financial market more close to the real one. By the simulation results of this complex system, we can explain stylized facts like volatility clustering and find the key parameters of market bubbles and market collapses.
| Original language | English |
|---|---|
| Pages (from-to) | 1734-1754 |
| Number of pages | 21 |
| Journal | Entropy |
| Volume | 17 |
| Issue number | 4 |
| DOIs | |
| State | Published - 2015 |
Keywords
- Herd behavior
- Multiple agent interaction
- Open system complexity
- Volatility cluster
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