a. The condition number K₂(A) really depends on the choice of the p-norm. It is, e.g., possible that K₁ (A) K∞o (A). b. When solving the linear system Ax=b with an invertible matrix AER dxd for x, the relative error in the output x is at least K₂(A) times the relative error in the input b when both errors are measured in the p-norm. c. When solving the linear system Ax=b with an invertible matrix AER dxd for x, the relative error in the output x is at most Kp(A) times the relative error in the input b when both errors are measured in the p-norm. Od. In view of Proposition 2.16, the formula holds for all p in [1,00] except p=2, and it is false for p=2. Kp (A) = || A||||A¹||p

Linear Algebra: A Modern Introduction
4th Edition
ISBN:9781285463247
Author:David Poole
Publisher:David Poole
Chapter2: Systems Of Linear Equations
Section2.2: Direct Methods For Solving Linear Systems
Problem 60EQ
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Which of the following statements on the condition number are correct? 

 

a. The condition number ₁(A) really depends on the choice of the p-norm. It is, e.g., possible that
K₁ (A) ‡ K∞ (A).
Ob. When solving the linear system Ax=b with an invertible matrix AER
both errors are measured in the p-norm.
C. When solving the linear system Ax=b with an invertible matrix AER
both errors are measured in the p-norm.
d. In view of Proposition 2.16, the formula
holds for all p in [1,00] except p=2, and it is false for p=2.
dxd
for x, the relative error in the output x is at least Kp(A) times the relative error in the input b when
dxd
for x, the relative error in the output x is at most Kp(A) times the relative error in the input b when
Kp(A) = ||A||₂||A¯¹ ||₂
Transcribed Image Text:a. The condition number ₁(A) really depends on the choice of the p-norm. It is, e.g., possible that K₁ (A) ‡ K∞ (A). Ob. When solving the linear system Ax=b with an invertible matrix AER both errors are measured in the p-norm. C. When solving the linear system Ax=b with an invertible matrix AER both errors are measured in the p-norm. d. In view of Proposition 2.16, the formula holds for all p in [1,00] except p=2, and it is false for p=2. dxd for x, the relative error in the output x is at least Kp(A) times the relative error in the input b when dxd for x, the relative error in the output x is at most Kp(A) times the relative error in the input b when Kp(A) = ||A||₂||A¯¹ ||₂
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