Bit-Vector Theory is a computational approach used in computer science and mathematics to represent and manipulate sets or sequences of binary values efficiently. It is particularly useful in applications such as model checking, data compression, and network security, where operations on large datasets need to be performed quickly and with minimal memory usage.