sol9 - Introduction to Algorithms Solution Set 9 CS 482,...

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Unformatted text preview: Introduction to Algorithms Solution Set 9 CS 482, Spring 2008 (1) Let T be the number of trucks used by the algorithm, and suppose the trucks are labeled 1 , 2 ,...,T in the order that the algorithm loads them up. Observe that for i = 1 , 2 ,...,T- 1, the combined weight in trucks i and i + 1 must be at least K + 1; otherwise the first item that was loaded into truck i + 1 would actually have fit in truck i , violating the specification of the algorithm. We group the trucks into P = d T/ 2 e pairs: trucks 1 and 2, trucks 3 and 4, etc. By our previous observation, each of the first P- 1 pairs of trucks contains a combined weight of at least K + 1. So the combined weight of all the items is at least ( P- 1)( K + 1) . If W denotes the combined weight of all the items and OPT denotes the minimum possible number of trucks, then OPT W/K ( P- 1) K + 1 K > P. Hence OPT P T/ 2, which proves that the algorithm is a 2-approximation. (2) (a). Set Cover . Given a universal set U and a collection of subsets S 1 ,S 2 ,...,S m U , what is the minimum size of a subcollection { S i 1 ,S i 2 ,...,S i k } whose union is U ?...
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This note was uploaded on 10/02/2008 for the course CS 482 taught by Professor Kleinberg during the Spring '08 term at Cornell University (Engineering School).

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sol9 - Introduction to Algorithms Solution Set 9 CS 482,...

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