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Linear Algebra                                                Richa Nandra, Lovely Professional University




                    Notes                               Unit 11: The Double Dual


                                     CONTENTS

                                     Objectives
                                     Introduction

                                     11.1 The Double Dual
                                     11.2 The Transpose of Linear Transformation
                                     11.3 Summary

                                     11.4 Keywords
                                     11.5 Review Questions

                                     11.6 Further Readings
                                   Objectives


                                   After studying this unit, you will be able to:
                                      Understand the meanings of  V  and V  * *  and their corresponding basis   * and  * *.
                                                                 *

                                      Know that the mapping   L is an isomorphism of V onto  V  * *  .

                                      See that if S is any subset of a finite dimensional vector space then  S  0  0   is the subspace
                                       spanned by S.
                                      Understand that the ',T the transpose of the linear transformation  T is often called the
                                       adjoint of T; however in this unit we use only the word transpose.

                                      See that if A be the matrix of T relative to basis  , ' and   be the matrix of  ',T  relative to
                                       dual basis  '* and    then B ij  A ji .

                                   Introduction

                                   In this unit the idea of dual and double dual finite dimensional spaces and their basis vectors are
                                   explained.
                                   Also the  transpose  T  of the linear transformation is introduced. The alternate  name of the
                                                    '
                                   transpose transformation is word adjoint transformation.
                                   11.1 The Double Dual


                                   One question about dual bases which we did not answer in the last section was whether every
                                   basis for V* is the dual of some basis for V. One way to answer that question is to consider V**,
                                   the dual space of V*.









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