Method | Advantage | Disadvantage |
---|---|---|
KF | Do not require large amount of historical data | Impossible to predict multiple-step-ahead travel times |
ANN and TSA | Sophisticated and accurate | Do not consider changes in travel-time pattern |
k-NN | Flexible to changes in travel-time pattern | Long time to execute |