Step 1: Gravitational force and circular motion.
The gravitational force provides the centripetal force for the circular motion of the particles. By equating the gravitational force to the centripetal force, we can solve for the speed of the particles.
Step 2: Conclusion.
The speed of each particle is \( \sqrt{\frac{GM}{R}} \), which corresponds to option (1).