Sets - For example ± For intersection only copy elements that are duplicated in both list ± For union copy every element from both lists except

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Sets 1 Sets Sets 2 Storing a Set in a List We can implement a set with a list Elements are stored sorted according to some canonical ordering The space used is O ( n ) List Nodes storing set elements in order Set elements Sets 3 Generic Merging (§10.2) Generalized merge of two sorted lists A and B Template method genericMerge Auxiliary methods ± aIsLess ± bIsLess ± bothEqual Runs in O ( n A + n B ) time provided the auxiliary methods run in O (1) time Algorithm genericMerge ( A, B ) S empty sequence while ¬ A.isEmpty () ∧ ¬ B.isEmpty () a A.first () .element (); b B.first () .element () if a < b aIsLess ( a, S ); A.remove ( A.first ()) else if b < a bIsLess ( b, S ); B.remove ( B.first ()) else { b = a } bothEqual ( a, b, S ) A.remove ( A.first ()); B.remove ( B.first ()) while ¬ A.isEmpty () aIsLess ( a, S ); A.remove ( A.first ()) while ¬ B.isEmpty () bIsLess ( b, S ); B.remove ( B.first ()) return S Sets 4 Using Generic Merge for Set Operations Any of the set operations can be implemented using a generic merge
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Unformatted text preview: For example: ± For intersection : only copy elements that are duplicated in both list ± For union : copy every element from both lists except for the duplicates All methods run in linear time. Sets 5 Set Operations We represent a set by the sorted sequence of its elements By specializing the auxliliary methods he generic merge algorithm can be used to perform basic set operations: ± union ± intersection ± subtraction The running time of an operation on sets A and B should be at most O ( n A + n B ) Set union: ± aIsLess ( a, S ) S.insertFirst ( a ) ± bIsLess ( b, S ) S.insertLast ( b ) ± bothAreEqual ( a, b, S ) S. insertLast ( a ) Set intersection: ± aIsLess ( a, S ) { do nothing } ± bIsLess ( b, S ) { do nothing } ± bothAreEqual ( a, b, S ) S. insertLast ( a )...
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This note was uploaded on 02/02/2012 for the course CS 251 taught by Professor Staff during the Fall '08 term at Purdue University-West Lafayette.

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