Data Structures and Algorithms with Object-Oriented Design Patterns in C#
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Union, Intersection, and Difference

The implementations of the union, intersection, and difference methods for operands of type SetAsBitVector are shown in Program gif. The code is quite similar to that for the SetAsArray class given in Program gif.

   program27839
Program: SetAsBitVector class Union, Intersection and Difference methods.

Instead of using the bool operators &&, ||, and !, we have used the bitwise operators &, |, and . By using the bitwise operators, tex2html_wrap_inline66571 bits of the result are computed in each iteration of the loop. Therefore, the number of iterations required is tex2html_wrap_inline66569 instead of N. The worst-case running time of each of these operations is tex2html_wrap_inline66573.

Notice that the asymptotic performance of these SetAsBitVector class operations is the same as the asymptotic performance of the SetAsArray class operations. That is, both of them are O(N). Nevertheless, the SetAsBitVector class operations are faster. In fact, the bit-vector approach is asymptotically faster than the the array approach by the factor w.


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Bruno Copyright © 2001 by Bruno R. Preiss, P.Eng. All rights reserved.