Cruz is expected to sing "Break Your Heart," which topped the Billboard Hot 100 charts and "Dynamite," which reached the No. 2 spot.
The concert is supposed to begin approximately 15 minutes after the final out.
The Angels have four other postgame concerts scheduled this season in connection with their 50th anniversary celebration.
City News Service contributed to this report.