试图 often implies the attempt was unsuccessful or is being described from a third-person perspective. It is more formal than 尝试 (to try, attempt) or 想 (to want to).
usage
Compare: 试图 (attempt, often implies failure or difficulty), 尝试 (try, neutral), 企图 (plot, scheme - negative connotation).
