There are a lot of settlement prediction methods with their own advantages and limitations. In order to utilize as much as more useful information
a new forecasting method combining many models based on entropy weight has been put forward
which can forecast the embankment settlement by using limited measured data. The analysis of an engineering example indicates that the new method has high precision and obvious advantages.