Dynamic memory allocation allows programs to dynamically allocate and free memory at runtime rather than having fixed-size arrays. Malloc allocates memory and leaves it uninitialized while calloc allocates and initializes memory to zero. Realloc can change the size of previously allocated memory. Free must be used to release dynamically allocated memory to avoid memory leaks. In C++, new allocates memory and returns a pointer while delete frees memory allocated by new.