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Finalsol - COT 5405 Analysis of Algorithms Spring 2010...

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COT 5405 Analysis of Algorithms, Spring 2010 Final Comprehensive Exam April 29, 2010 Name: UFID: Instructions: 1. Write neatly and legibly. 2. This is a closed-book exam. No calculator. 3. While grading, not only your final answer but also your approach to the problem will be evaluated 4. You have to attempt four problems; You have to choose EX- ACTLY two problems out of 1, 2 and 3. If you solve all three, only problems 1 and 2 will be graded.Problem 4 and 5 are com- pulsory. 5. Total time for the exam is 120 minutes 6. You are not allowed to use a calculator for this exam I have read carefully, and have understood the above instructions. On my honor, I have neither given nor received unauthorized aid on this examination. Signature: Date: (MM) / (DD) / (YYYY) 1
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1. [1 page][25points][Choose 2 problems out of 1, 2 and 3] DIVIDE AND CON- QUER The following recursive algorithm sorts a sequence of n numbers. Write down a re- currence describing the running time of the algorithm as a function of n. Solve the recurrence relation and state the final time complexity. def triplesort(seq): if n <= 1: return if n == 2: replace seq by [min(seq),max(seq)] return triplesort(first 2n/3 positions in seq) triplesort(last 2n/3 positions in seq) triplesort(first 2n/3 positions in seq) Solution: T ( n ) = 3 T ( 2 n 3 ) + Θ(1) Note that T ( n ) = Θ( n 2 . 71 ) 2
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2. [1 page][25points][Choose 2 problems out of 1, 2 and 3] GREEDY ALGO- RITHM Find the minimum spanning tree for the following graph using: (a) Prim’s Algorithm (b) Kruskal’s Algorithm Illustrate how MST is found each step for both algorithms. 1 2 5 3 4 6 2 3 1 5 4 3 Solution: 1 2 5 3 4 6 2 3 1 5 4 3 3
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3. [1 page][25points][Choose 2 problems out of 1, 2 and 3] DYNAMIC PRO- GRAMMING Given bit strings X = x 1 . . . x m , Y = y 1 . . . y n and Z = z 1 . . . z m + n , if Z can be obtained by interleaving the bits in X and Y in a way that maintains the left-to-right order of the bits in X and Y, then we say Z is an interleaving of X and Y. For example if X = 101 and Y = 01 then x 1 x 2 y 1 x 3 y 2 = 10011 is an interleaving of X and Y , whereas 11010 is not. Give the most efficient algorithm you can to determine if Z is an interleaving of
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