Try using engineered Bamboo or Cherry nailed and glued. If you use solid hardwood like Oak or Cherry do not glue to the subfloor because it expands and contracts during different times of the year. I would also use a wider board like 4" to 5" instead of the smaller 2".
Screw and glue the subfloor like NewBee suggested. If you cannot glue the subfloor make sure you double up on screwing the subfloor down to the joists. If you have squeaks in the subfloor you can search for special fasteners that help eliminate the squeak.
Screw and glue the subfloor like NewBee suggested. If you cannot glue the subfloor make sure you double up on screwing the subfloor down to the joists. If you have squeaks in the subfloor you can search for special fasteners that help eliminate the squeak.