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MAST 837

Selected Topics in Analysis

3 credits · Graduate

Fall 2026 · Convex and Non‑Linear Analysis

Topics

  • Convex sets, separation theorems and polar sets
  • Ellipsoids and John’s theorem
  • Convex functions, differentiability criteria and inequalities
  • Conjugate functions
  • Brunn–Minkowski theorems
  • Polarity and duality
  • Symmetrizations and rearrangements
  • Loomis–Whitney inequalities, projections and sections
  • Centers of mass
  • Selected topics in advanced convexity

Readings

  • Reference (not explicitly required): C. P. Niculescu and L.-E. Persson. Convex Functions and Their Applications: A Contemporary Approach. Springer, 2018.
    Listed reading
  • Reference (not explicitly required): Boyd and Vandenberghe. Convex Optimization. Cambridge University Press, 2004.
    Listed reading
  • Reference (not explicitly required): D. Hug and W. Weil. Lectures in Convex Geometry. Springer, 2020.
    Listed reading
  • Reference (not explicitly required): Peter M. Gruber. Convex and Discrete Geometry. Springer, 2007.
    Listed reading
Fall 2026 · Measure Theory

Topics

  • Outer measure, Lebesgue measure and positive measures
  • Lebesgue integration and convergence theorems
  • Differentiation and maximal functions
  • Lebesgue Lp spaces
  • Product measures
  • Real and complex measures
  • Radon–Nikodym theorem

Readings

  • Listed textbook (requirement not stated): S. Axler. Measure, Integration & Real Analysis. Springer, 2020. https://measure.axler.net/
    Listed reading
  • Other textbook (requirement not stated): E. M. Stein and R. Shakarchi. Real Analysis, Measure Theory and Integration. Princeton University Press, 2005.
    Listed reading
  • Other textbook (requirement not stated): E. M. Stein and R. Shakarchi. Functional Analysis. Princeton University Press, Macmillan, 2011.
    Listed reading
  • Other textbook (requirement not stated): G. B. Folland. Real Analysis: Modern Techniques and Their Applications. Wiley, 2013.
    Listed reading
  • Other textbook (requirement not stated): H. L. Royden. Real Analysis, 3rd or 4th edition.
    Listed reading
Fall 2026 · Real Analysis

Topics

  • Sets, functions, relations and countability
  • Construction and topology of the real numbers
  • Metric spaces, normed linear spaces and point-set topology
  • Compactness, Heine–Borel and Bolzano–Weierstrass properties
  • Baire category theorem
  • Continuous functions, connectedness and intermediate values
  • Function spaces and uniform convergence
  • Arzelà–Ascoli theorem
  • Stone–Weierstrass approximation
  • Fixed-point theorems and applications

Readings

  • Reference (not explicitly required): H. L. Royden. Real Analysis, 2nd, 3rd or 4th edition. MacMillan.
    Listed reading
  • Reference (not explicitly required): W. Rudin. Principles of Mathematical Analysis.
    Listed reading
Winter 2026 · MATH 494

Readings

  • Ingrid Daubechies, Ten Lectures on Wavelets.
    Listed reading; requirement unspecified
  • H. Dym and H. P. McKean, Fourier Series and Integrals.
    Listed reading; requirement unspecified
  • G. B. Folland, Fourier Analysis and Its Applications.
    Listed reading; requirement unspecified
  • G. B. Folland, Real Analysis: Modern Techniques and Their Applications.
    Listed reading; requirement unspecified
  • T. W. Korner, Fourier Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Real and Complex Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Functional Analysis.
    Listed reading; requirement unspecified
  • E. M. Stein and R. Shakarchi, Functional Analysis: Introduction to Further Topics in Analysis.
    Listed reading; requirement unspecified
  • Yves Meyer, Wavelets and Operators.
    Listed reading; requirement unspecified
Winter 2025 · Topics in Pure and Applied Mathematics

Topics

  • Hilbert and Banach spaces
  • Dual spaces and bounded linear operators
  • Adjoints
  • Hahn–Banach and Baire category theorems
  • Banach–Steinhaus, open mapping and closed graph theorems
  • Compact operators and the spectral theorem
  • Fredholm alternative
  • Weak and weak-star topologies
  • Distributions and Sobolev spaces

Readings

  • Listed textbook (requirement not stated): Barbara D. MacCluer. Elementary Functional Analysis. Springer, 2009. Chapters 1–4.
    Listed reading
  • Reference (not explicitly required): H. Brezis. Functional Analysis, Sobolev Spaces and Partial Differential Equations. Springer, 2011.
    Listed reading
  • Reference (not explicitly required): Avner Friedman. Foundations of Modern Analysis. Dover, 2003.
    Listed reading
  • Reference (not explicitly required): Elias M. Stein and Rami Shakarchi. Functional Analysis: Introduction to Further Topics in Analysis. Princeton, 2011.
    Listed reading
Fall 2024 · MATH 467

Readings

  • Measure, Integration & Real Analysis, by S. Axler, Springer, 2020.
    Listed reading; requirement unspecified
  • Real Analysis, Measure Theory and Integration, by E.M. Stein and R. Shakarchi, Princeton University Press, 2005.
    Listed reading; requirement unspecified
  • Functional Analysis, by E.M. Stein and R. Shakarchi, Princeton University Press, Macmillan, 2011.
    Listed reading; requirement unspecified
  • Real Analysis: Modern Techniques and Their Applications, by G.B. Folland, Wiley, 2013.
    Listed reading; requirement unspecified
  • Real Analysis, by H.L. Royden (3rd or 4th Edition).
    Listed reading; requirement unspecified
Winter 2024 · MATH 494

Readings

  • Ingrid Daubechies, Ten Lectures on Wavelets.
    Listed reading; requirement unspecified
  • H. Dym and H. P. McKean, Fourier Series and Integrals.
    Listed reading; requirement unspecified
  • G. B. Folland, Fourier Analysis and Its Applications.
    Listed reading; requirement unspecified
  • G. B. Folland, Real Analysis: Modern Techniques and Their Applications.
    Listed reading; requirement unspecified
  • T. W. Korner, Fourier Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Real and Complex Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Functional Analysis.
    Listed reading; requirement unspecified
  • E. M. Stein and R. Shakarchi, Functional Analysis: Introduction to Further Topics in Analysis.
    Listed reading; requirement unspecified
  • Yves Meyer, Wavelets and Operators.
    Listed reading; requirement unspecified
Fall 2023 · MATH 494

Readings

  • M. S. Birman, M. Z. Solomjak, Spectral Theory of Self-Adjoint Operators in Hilbert Space.
    Listed reading; requirement unspecified
Fall 2022 · Complex Analysis II

Topics

  • Holomorphic functions and Cauchy’s theorem
  • Open mapping and maximum modulus principles
  • Meromorphic functions, Laurent series and residues
  • Argument principle
  • Riemann mapping theorem and analytic continuation
  • Riemann surfaces
  • Periodic meromorphic functions on tori
  • Weierstrass and Jacobi elliptic functions
  • Time permitting: higher-genus algebraic curves, holomorphic differentials, Abel’s theorem, theta functions and Jacobi inversion

Readings

  • L. V. Ahlfors. Complex Analysis (supplementary).
    Recommended / optional / reference
  • H. M. Farkas and I. Kra. Riemann Surfaces, 2nd edition. Springer, 1992 (supplementary).
    Recommended / optional / reference
  • Elias M. Stein and Rami Shakarchi. Complex Analysis. Princeton University Press, 2003.
    Listed reading
Fall 2022 · MATH 494

Readings

  • Elementary Functional Analysis by Barbara D. MacCluer, Springer.
    Listed reading; requirement unspecified
  • Functional Analysis, Sobolev Spaces and Partial Differential Equations by H. Brezis, Springer, 2011.
    Listed reading; requirement unspecified
  • Foundations of Modern Analysis by Avner Friedman, Dover, 2003.
    Listed reading; requirement unspecified
  • Functional Analysis: Introduction to Further Topics in Analysis by Elias M. Stein & Rami Shakarchi, Princeton, 2011.
    Listed reading; requirement unspecified
Winter 2022 · MATH 467

Readings

  • Measure, Integration & Real Analysis, by S. Axler, Springer, 2020.
    Listed reading; requirement unspecified
  • Real Analysis, by H.L. Royden (3rd or 4th Edition).
    Listed reading; requirement unspecified
  • Real Analysis, Measure Theory and Integration, by E.M. Stein and R. Shakarchi, Princeton University Press, 2005.
    Listed reading; requirement unspecified
  • Functional Analysis, by E.M. Stein and R. Shakarchi, Princeton University Press, Macmillan, 2011.
    Listed reading; requirement unspecified
Fall 2021 · MATH 478

Readings

  • Convex Optimization by Boyd and Vandenberghe.
    Listed reading; requirement unspecified
Fall 2021 · MATH 494

Readings

  • H. Dym and H. P. McKean, Fourier Series and Integrals.
    Listed reading; requirement unspecified
  • G. B. Folland, Fourier Analysis and Its Applications.
    Listed reading; requirement unspecified
  • G. B. Folland, Real Analysis: Modern Techniques and Their Applications.
    Listed reading; requirement unspecified
  • T. W. Korner, Fourier Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Real and Complex Analysis.
    Listed reading; requirement unspecified
  • W. Rudin, Functional Analysis.
    Listed reading; requirement unspecified
  • E. M. Stein and R. Shakarchi, Functional Analysis: Introduction to Further Topics in Analysis.
    Listed reading; requirement unspecified
  • P. Koosis, An Introduction to Hp Spaces.
    Listed reading; requirement unspecified
  • E. M. Stein and G. Weiss, Introduction to Fourier Analysis on Euclidean Spaces.
    Listed reading; requirement unspecified
  • E. M. Stein, Harmonic Analysis: Real-Variable Methods, Orthogonality, and Oscillatory Integrals.
    Listed reading; requirement unspecified
  • E. M. Stein, Singular Integrals and Differentiability Properties of Functions.
    Listed reading; requirement unspecified
  • C. Pereyra and L. Ward, Harmonic Analysis from Fourier to Wavelets.
    Listed reading; requirement unspecified
  • A. Zygmund, Trigonometric Series.
    Listed reading; requirement unspecified
Winter 2021 · MATH 494

Readings

  • A Mathematical Introduction to Compressive Sensing by Simon Foucart and Holger Rauhut. Springer, 2013.
    Listed reading; requirement unspecified
  • Sparse and Redundant Representations by Michael Elad, Springer, 2010.
    Listed reading; requirement unspecified
  • B. Adcock and A. C. Hansen, Compressive Imaging: Structure, Sampling, Learning, Cambridge University Press (listed as forthcoming).
    Listed reading; requirement unspecified
  • Statistical Learning with Sparsity: The Lasso and Generalizations by Trevor Hastie, Robert Tibshirani, and Martin Wainwright Taylor and Francis Group, 2015.
    Listed reading; requirement unspecified
Sources