Introduction to Algorithms
3rd Edition
ISBN: 9780262033848
Author: Thomas H. Cormen, Ronald L. Rivest, Charles E. Leiserson, Clifford Stein
Publisher: MIT Press
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Chapter 4.2, Problem 3E
Program Plan Intro
To modify Strassen’s
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Chapter 4 Solutions
Introduction to Algorithms
Ch. 4.1 - Prob. 1ECh. 4.1 - Prob. 2ECh. 4.1 - Prob. 3ECh. 4.1 - Prob. 4ECh. 4.1 - Prob. 5ECh. 4.2 - Prob. 1ECh. 4.2 - Prob. 2ECh. 4.2 - Prob. 3ECh. 4.2 - Prob. 4ECh. 4.2 - Prob. 5E
Ch. 4.2 - Prob. 6ECh. 4.2 - Prob. 7ECh. 4.3 - Prob. 1ECh. 4.3 - Prob. 2ECh. 4.3 - Prob. 3ECh. 4.3 - Prob. 4ECh. 4.3 - Prob. 5ECh. 4.3 - Prob. 6ECh. 4.3 - Prob. 7ECh. 4.3 - Prob. 8ECh. 4.3 - Prob. 9ECh. 4.4 - Prob. 1ECh. 4.4 - Prob. 2ECh. 4.4 - Prob. 3ECh. 4.4 - Prob. 4ECh. 4.4 - Prob. 5ECh. 4.4 - Prob. 6ECh. 4.4 - Prob. 7ECh. 4.4 - Prob. 8ECh. 4.4 - Prob. 9ECh. 4.5 - Prob. 1ECh. 4.5 - Prob. 2ECh. 4.5 - Prob. 3ECh. 4.5 - Prob. 4ECh. 4.5 - Prob. 5ECh. 4.6 - Prob. 1ECh. 4.6 - Prob. 2ECh. 4.6 - Prob. 3ECh. 4 - Prob. 1PCh. 4 - Prob. 2PCh. 4 - Prob. 3PCh. 4 - Prob. 4PCh. 4 - Prob. 5PCh. 4 - Prob. 6P
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- suppose a computer solves a 100x100 matrix using Gauss elimination with partial pivoting in 1 second, how long will it take to solve a 300x300 matrix using Gauss elimination with partial pivoting on the same computer? and if you have a limit of 100 seconds to solve a matrix of size (N x N) using Gauss elimination with partial pivoting, what is the largest N can you do? show all the steps of the solutionarrow_forwardSuppose that a Professor were to develop a method of multiplying two 12 x 12 matrices using 150 scalar multiplications and a constant number of scalar additions and subtractions: Write down the recurrence equation that describes the resulting divide and conquer algorithm for multiplying two n x n matrices. Write down the asymptotic solution of your equation from above.arrow_forwardGenerate random matrices of size n ×n where n = 100, 200, . . . , 1000.Also generate a random b ∈ Rnfor each case. Each number must beof the form m.dddd (Example : 4.5444) which means it has 5 Signif-icant digits in total. Perform Gaussian elimination with and withoutpartial pivoting for each n value (10 cases) above. Report the numberof additions, divisions and multiplications for each case in the form ofa table. No need of the code and the matrices / vectors.arrow_forward
- Generate random matrices of size n × n where n = 100, 200, . . . , 1000.Also generate a random b ∈ Rnfor each case. Each number must beof the form m.dddd (Example : 4.5444) which means it has 5 Significant digits in total. Perform Gaussian elimination with and withoutpartial pivoting for each n value (10 cases) above. Report the numberof additions, divisions and multiplications for each case in the form ofa table. No need of the code and the matrices / vectors. Deliverable(s): Two tabular columns indicating the number of additions, multiplications and divisions for each value of n, for with andwithout pivoting in Pythonarrow_forwardSuppose that a Professor were to develop a method of multiplying two 12 x 12 matrices using 150 scalar multiplications and a constant number of scalar additions and subtractions: What is the recurrence equation that describes the resulting divide and conquer algorithm for multiplying two n x n matrices? And what is the asymptotic solution of the equation (use big O notation)?arrow_forwardSolve the recurrence by using repeated substitution. Show the work. T(n) = T(n-1) + narrow_forward
- Given an n-element sequence of integers, an algorithm executes an O(n)-time computation for each even number in the sequence, and an O(logn)-time computation for each odd number in the sequence. What are the best-case and worst-case running times of this algorithm? Why? Show with proper notations.arrow_forwardGiven two sorted arrays, each of length n, we can merge them into a sorted array in O(n) time. True False If we solve T(n) = 9T(n/3) + O(n), then we have T(n) = 0(n log n). True False The running time of the Strassen's algorithm for multiplying two n-by-n matrices is O(n®). True Falsearrow_forward. Prove that n2 + 1 2n, where n is a positive integer with 1 n 4.arrow_forward
- Prove or disprorve the following:Please show ypur solution 1. T(n) = 9n log n - 2n is θ(n log n)arrow_forwardSolve the following recurrence equations by expanding the formulas (also called the 'iteration method' on slides). Specifically, you should get T(n) = O(f(n)) for a function f(n). You may assume that T(n) = O(1) for n = O(1). You should not use the Master Theorem. (a) T(n) = 2T (n/3) + 1. (b) T(n) = 7T(n/7) + n. (c) T(n) = T(n − 1) + 2.arrow_forwardGenerate random 5×5 matrices with integer entriesby settingA = round(10 ∗ rand(5))andB = round(20 ∗ rand(5)) − 10 Use MATLAB to compute each of the pairs ofnumbers that follow. In each case, check whetherthe first number is equal to the second. det(A) det(AT )arrow_forward
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