I think Zombie's statement is right.
They wanted Southeast Asia, including the Philippines, under their "sphere of influence", mainly for their raw materials.
They thought if they took out the US Navy, Britain and the other European countries in one swift blow that they would be solidly entrenched before anyone could replace their lost military.