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Q32E

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Linear Algebra With Applications
Found in: Page 54
Linear Algebra With Applications

Linear Algebra With Applications

Book edition 5th
Author(s) Otto Bretscher
Pages 442 pages
ISBN 9780321796974

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Short Answer

Find a n×n matrix A such that Ax=3x for all x in Rn.

Matrix A will be 3I, where I identity matrix of order is n×n.

See the step by step solution

Step by Step Solution

Step by step Explanation: Step1: System of equation

We have given that Ax=3x for x all in Rn.

Which implies that x is n×1 matrix vector.

Step2: Linear Transformation

A transformation from RmRn is said to be linear if the following condition holds:

  1. Identity of Rm should be mapped to identity of Rn.
  2. T(a+b)=T(a)+T(b)For all a,bRm.
  3. T(ca)=cT(a) Where c is any scalar and aRm.

Step3: Simplification

We have Ax=3x. We can write it as

Ax-3x=0(A-3)x=0

Here, we have taken the vector x is non-zero.

This implies that

A-3=0A=3I

Where Iis identity matrix of order n×n.

Thus, matrix A will be 3I, where identity matrix of order is n×n.

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