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Lecture 10 CSE 331 Sep 21, 2011
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Online Office Hr Toinght 9:30-10:00
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Please do let me know if I’m mumbling
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Gale-Shapley Algorithm
At most n2 iterations Intially all men and women are free While there exists a free woman who can propose Let w be such a woman and m be the best man she has not proposed to w proposes to m O(1) time implementation If m is free (m,w) get engaged Else (m,w’) are engaged If m prefers w’ to w w remains free Else (m,w) get engaged and w’ is free Output the engaged pairs as the final output
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Gale-Shapley Algorithm
Linked list of free women Intially all men and women are free Array Next[w] While there exists a free woman who can propose Let w be such a woman and m be the best man she has not proposed to w proposes to m Array Current[m] If m is free (m,w) get engaged Else (m,w’) are engaged Today If m prefers w’ to w w remains free ManPref[m,j] WomanPref[w,j] Else (m,w) get engaged and w’ is free Output the engaged pairs as the final output
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Yes, Firefly again but with numbers
1 1 2 2 3 3
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The data structures so far
1 2 3 Man-Pref 1 1 1 2 3 2 2 1 2 3 3 3 1 3 Linked list of free women 2 1 2 3 first 1 Next Current
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Implementation Steps (1) How to represent the input?
(2) How do we find a free woman w? Init: O(n), Query/Update: O(1) (3) How would w pick her best unproposed man m? Init: O(n), Query/Update: O(1) (4) How do we know who m is engaged to? Init: O(n), Query/Update: O(1) (5) How do we decide if m prefers w’ to w?
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Overall running time n2 X ( O(1) + O(1) + O(1)+ Query/Update(5) )
O(n) + O(n) + O(n)+ Init(5) n2 X ( O(1) + O(1) + O(1)+ Query/Update(5) )
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Questions?
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Puzzle Prove that any algorithm for the SMP takes Ω(n2) time
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Reading Assignments Sec 1.1 and Chap. 2 in [KT]
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Relationship: Mention in other’s program
Graphs Representation of relationships between pairs of entities/elements Edge Entities: News hosts Relationship: Mention in other’s program Vertex
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Graphs are omnipresent
Airline Route maps
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What does this graph represent?
Internet
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And this one? Math articles on Wikipedia
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And this one?
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Rest of today’s agenda Basic Graph definitions
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