Final answer:
The notation z_q is used to sample coefficients from the range of (-q/2, q/2].
Step-by-step explanation:
The notation zq is used to sample coefficients from the range of option 2: (-q/2, q/2]. In the BFV algorithm for homomorphic computation, zq represents a random coefficient in the range [-q/2, q/2] that is used for encryption. The reason why the range is (-q/2, q/2] instead of (-q/2, 0] or (0, q) is to allow for a more efficient and secure implementation of the algorithm.