An adaptive modeling and asset allocation approach to financial markets based on discrete microstructure model

- An adaptive modeling and trading approach to financial time series is proposed based on DTMS model.
- A hybrid optimization method is proposed to estimate parameters of DTMS model.
- The adaptive modeling-based asset allocation method may obtain satisfactory investment return.