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Week I
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August 29–Sept 2
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Finite-dimensional vector spaces; the definition of a vector space; subsets and subspaces; examples; dimensions; linear transformations; matrices
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Week II
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September 7–9
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The kernel of a map; injective maps; surjective maps; bijective maps; isomorphisms; similarity transformations; the inner product; definition of an inner product; the Gram-Schmidt orthogonalization procedure; the Schwarz Inequality
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Week III
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September 12–16
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Commutators; Hermitian transformations; Hermitian conjugation; orthogonal transformations; unitary transformations; expectation values; projections; the completeness relation
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Week IV
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September 19–23
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Permutations; placement of indices; tensors; types of matrices; the determinant; its definition and properties; how to invert a matrix; cofactors; the trace; the spectral decomposition
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Week V
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September 26–30
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Eigenvalues and eigenvectors; characteristic polynomial; characteristic equation; eigenvalues of Hermitian matrices; normal matrices; the square-root of a matrix
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Week VI
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October 3–7
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Infinite-dimensional vector spaces; Fourier analysis; Fourier transforms; the Dirac δ-function; properties of the δ-function; Fourier transforms in multiple dimensions; the Gibbs phenomenon
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Week VII
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October 10–14
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Hilbert spaces; Cauchy sequences; complete vector spaces; Banach spaces; the Parseval Inequality; the Bessel Inequality; square-integrable functions; the Riesz-Fischer theorem; the Stone-Weierstrauss theorem
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Week VIII
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October 17–19
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Recurrance relations; orthogonal polynomials; the Rodriguez formula; the classical orthogonal polynomials; Hermite polynomials; Laguerre polynomials; Jacobi polynomials; Chebyshev polynomials; generating functions
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Week IX
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October 24–28
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Complex analysis; the complex plane; de Moivre’s theorem; complex functions; complex derivatives; the Cauchy-Riemann condition; complex analyticity; the complex exponential; conformal transformations
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Week X
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Oct 31–Nov 4
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Examples of conformal transformations; complex integration; the Cauchy-Goursat theorem; curves and contours; the Cauchy Integral Formula; the Darboux inequality; entire functions
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Week XI
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November 7–11
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Taylor and Laurent series; convergence; radius of convergence; tests of convergence; zeros and singularities; three types of singularities; residues; the Residue Theorem; complex integration
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Week XII
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November 14–18
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Definite integrals of rational functions; definite integrals of products of rational and trigonometric functions; definite integrals of trigonometric functions; principal values
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Week XIII
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November 21
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Meromorphic functions; the Mittag-Leffler expansion
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Week XIV
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Nov 28–Dec 2
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Multivalued functions; Riemann surfaces; branch cuts; integrating around a branch cut; the method of steepest descent; the Sitrling approximation
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Week XV
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December 5–9
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Linear differential equations; first-order linear equations; second-order linear equations; integrating factors; second-order linear operators on a Hilbert space; Green’s functions; Green’s identities; boundary-value data; completely homogeneous problems; Green’s functions in higher dimensions
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