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Introduction to Vectors and Tensors Vol 2 (Bowen 246). - Index of

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viii CONTENTS OF VOLUME 2<br />

Section 17. Special Types <strong>of</strong> Linear Transformations…………………… 97<br />

Section 18. The Adjoint <strong>of</strong> a Linear Transformation…………………….. 105<br />

Section 19. Component Formulas………………………………………... 118<br />

CHAPTER 5. Determinants <strong>and</strong> Matrices…………………………………………… 125<br />

Section 20. The Generalized Kronecker Deltas<br />

<strong>and</strong> the Summation Convention……………………………… 125<br />

Section 21. Determinants…………………………………………………. 130<br />

Section 22. The Matrix <strong>of</strong> a Linear Transformation……………………… 136<br />

Section 23 Solution <strong>of</strong> Systems <strong>of</strong> Linear Equations…………………….. 142<br />

CHAPTER 6 Spectral Decompositions……………………………………………... 145<br />

Section 24. Direct Sum <strong>of</strong> Endomorphisms……………………………… 145<br />

Section 25. Eigenvec<strong>to</strong>rs <strong>and</strong> Eigenvalues……………………………….. 148<br />

Section 26. The Characteristic Polynomial………………………………. 151<br />

Section 27. Spectral Decomposition for Hermitian Endomorphisms…….. 158<br />

Section 28. Illustrative Examples…………………………………………. 171<br />

Section 29. The Minimal Polynomial……………………………..……… 176<br />

Section 30. Spectral Decomposition for Arbitrary Endomorphisms….….. 182<br />

CHAPTER 7. Tensor Algebra………………………………………………………. 203<br />

Section 31. Linear Functions, the Dual Space…………………………… 203<br />

Section 32. The Second Dual Space, Canonical Isomorphisms…………. 213<br />

Section 33. Multilinear Functions, <strong>Tensors</strong>…………………………..….. 218<br />

Section 34. Contractions…......................................................................... 229<br />

Section 35. <strong>Tensors</strong> on Inner Product Spaces……………………………. 235<br />

CHAPTER 8. Exterior Algebra……………………………………………………... 247<br />

Section 36. Skew-Symmetric <strong>Tensors</strong> <strong>and</strong> Symmetric <strong>Tensors</strong>………….. 247<br />

Section 37. The Skew-Symmetric Opera<strong>to</strong>r……………………………… 250<br />

Section 38. The Wedge Product………………………………………….. 256<br />

Section 39. Product Bases <strong>and</strong> Strict Components……………………….. 263<br />

Section 40. Determinants <strong>and</strong> Orientations………………………………. 271<br />

Section 41. Duality……………………………………………………….. 280<br />

Section 42. Transformation <strong>to</strong> Contravariant Representation……………. 287<br />

INDEX…………………………………………………………………………………….x

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