Hannibal was basically in a hostile land, without proper logistics support. There was no way that he can stay still and lay siege, only way he was able to survive so far was his ability to stay mobile and live off the land.

In case of siege, the Romans would not need to fight, they could simply wait until his army slowly died from attrition.