Agree with the comments above with regard to bridging amplifiers. Yes, you increase power output. Unfortunately the amplifier now sees the speaker impedance load cut in half, ouch! 4 ohms is now a 2 ohm load. Considerably increased work for the driving bridged amplifier.
Charles