Differential Equations and Linear Algebra (4th Edition)

Published by Pearson
ISBN 10: 0-32196-467-5
ISBN 13: 978-0-32196-467-0

Chapter 6 - Linear Transformations - 6.4 Additional Properties of Linear Transformation - Problems - Page 417: 9

Answer

See below

Work Step by Step

From example 6.4.4, we have: $(T_2T_1)(A)=2tr(A)\\ T_2T_1:M_n (R) \rightarrow R$ Obtain: $Ker(T)=\{A \in M_n(R):T_2T_1(A)=0\}\\ =\{ A \in M_n(R):2tr (A)=0\} =\{ A \in M_n(R): tr(A)=0\}\\ =\{[a_{ij}]\in M_n(R): \sum a_{ij}=0\}\\ =\{ [a_{ij}] \in M_n(R):a_{11}+a_{22}+...+a_{nn}=0\}\\ \rightarrow a_{11}+a_{22}+...+a_{nn}=0\\ \rightarrow a_{11}=-(a_{22}+...+a_{nn})\\ \dim [Ker (T)]=n^2-1$ Since $T$ is one-to-one $\rightarrow Ker (T)=0$ Hence, $T_2T_1$ is not one-to-one. Apply Rank Nullity Theorem: $\dim [Ker(T_2T_1)]+\dim [Rng(T)=\dim M_n(R)\\ (n^2-1)+\dim [Rng(T_2T_1)]=n^2\\ \dim [Rng(T_2T_1)]=1$ Since, $Rng(T_2T_1) \subset R\\ \dim R=1=\dim [Rng(T_2T_1)]\\ \rightarrow RngT_2T_1=R\\ \rightarrow T_2T_1$ is onto.
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