Whats the difference between Cross-Entropy and Genetic Algorithms?

In this context, cross-entropy is one particular form of a genetic algorithm. Its a much more specific thing than saying "Genetic Algorithms" as that covers a huge number of different algorithms.

Put simply:

Genetic Algorithms is a family of algorithms / one type of approach to optimization