Fading a 12V LED Strip
If you change the voltage the current will also change automatically. Decreasing the voltage will also decreade the current, although this is not a linear relationship.

I recommend to dim the LED strips by using a mosfet and a 555 as pwm source. Depending on the current going through the mosfet, you might need to attach a heatsink.