You may not need to replace all the solenoids, but it sounds like one of them is definitely shorted or a wire is shorted. The section that turns on when you turn on another section most likely has the solenoid stuck open and when the master valve comes on, the water goes through that open valve as well. Does this section come on when any section is turned on?