Why did Paul change his name from Saul to Paul?

Acts of the Apostles says that Saul's name was changed to Paul on what has been termed Paul's First Missionary Journey. However Paul, in his own epistles, never mentions the name Saul. Some scholars believe that the name Saul may have been a literary invention by the author of Acts, based on another person called Saulus.