I guess that you could switch between steppers with relays, but up to around 2A per phase stepper drivers are probably cheaper and easier to use than relays. You would need a 4 pole (assuming bipolar steppers) relay and a relay driver for each motor. What size (current per phase) are your steppers.
Warning: Connecting or disconnecting a stepper motor while the driver is powered can destroy the driver. (More generally, rewiring anything while it is powered is asking for trouble.)
jdsays:
I will use one controller and connected to multiple drivers through relays. the controller will activate any specific relay to start the motor.
I am trying to eliminate using multiple controller.
Why are you trying to eliminate multiple controllers. It seems to me much easier to "switch" between motor drivers using computer logic rather than hardware.
And you still have not told us what sort of stepper motors you are using - post a link to the motor datasheet.
And tell us what stepper motor drivers you will be using.
And how many motors.
It is very difficult to give sensible advice when you don't provide all the information.