Math 665: Combinatorial Matrix Theory
Fall 2009
Course meets: TuTh 1:10-2:30, 3866 East Hall.
Instructor:
Sergey Fomin, 2858 East Hall, 764-6297,
fomin@umich.edu
Course homepage: http://www.math.lsa.umich.edu/~fomin/665f09.html
Level: introductory graduate.
Student work expected: several problem sets.
Synopsis:
This is an introductory graduate course in Combinatorial Matrix
Theory, emphasizing its algebraic aspects.
Tentative list of topics: Combinatorial techniques in linear
algebra. Canonical forms and factorizations. Determinantal
identities. Matroids and projective geometry. Grassmannians and
Schubert varieties. Polynomials with real roots. Total positivity.
A follow-up course tentatively planned for Winter 2010
(Math 669, Combinatorial Matrix Theory II)
will focus on analytic aspects of matrix theory.
Reference texts (none required):
- A. Björner, M. Las Vergnas, B. Sturmfels,
N. White, and G. Ziegler,
Oriented matroids,
Cambridge University Press, 1999.
- R. A. Brualdi and D. Cvetkovic, A Combinatorial approach to matrix theory and
its applications, Chapman & Hall/CRC, 2008.
- R. A. Brualdi and H. J. Ryser, Combinatorial matrix
theory,
Cambridge University Press, Cambridge, 1991.
- F. R. Gantmacher, The theory of matrices, vol. 1-2,
AMS, 1998.
- F. R. Gantmacher and M. G. Krein, Oscillation matrices
and kernels and small vibrations of mechanical systems,
AMS, 2002.
- V. V. Prasolov, Problems and theorems in linear
algebra, AMS, 1994.
- B. Sturmfels, Algorithms in invariant theory,
Springer Verlag, 1993.
Lecture topics (from Fall 2003):
- Overview. Linear-algebraic proof of Hall's marriage theorem.
Combinatorial proof of the Cayley-Hamilton theorem.
- Polynomial identities in matrix algebras.
The Amitsur-Levitzki theorem.
- Combinatorial evaluation of determinants: Vandermonde, Cauchy,
and Smith.
- Compound matrices. Theorems of Binet-Cauchy, Kronecker, and
Sylvester-Franke.
- Jacobi's formula. Muir's Extension Principle and its
applications.
Grassmannians. Plücker embedding.
- First and second fundamental theorems of invariant theory.
Grassmann-Plücker relations and
van der Waerden syzygies.
- The Grassmann-Cayley algebra and its applications in projective
geometry.
Theorems of
Desargues
and
Pappus.
- Matroids. Realizability.
- Matroid stratification of a Grassmannian.
-
Oriented matroids. Pseudoline arrangements.
- Greedy algorithm for a minimal cost basis.
Schubert cells in a Grassmannian.
- The Bruhat order on a Grassmannian. Schubert varieties.
- Bruhat decomposition of a general linear group.
- Jordan form. Nilpotent varieties. The Gansner-Saks theorem.
- Applications to extremal poset theory: theorems of Dilworth and
Greene.
- Stabilizer of two flags. The Robinson-Schensted correspondence.
- Gaussian decomposition. Jacobi's rule.
- Real roots of polynomials. The Sturm-Hermite criterion.
-
Real-rooted polynomials in combinatorics.
The Leverrier-Faddeev method.
- Perron-Frobenius theory.
- Total positivity: first steps.
- Spectra of totally positive and oscillatory matrices.
The Karlin-McGregor-Lindström lemma.
- Rhombus tilings of a hexagon.
Total positivity of Toeplitz matrices.
- Schur functions. Gessel-Viennot proof of the Jacobi-Trudi
formula.
Parametrization of totally positive matrices.
- Total positivity criterion of Gasca and Peña.
Theorems of Loewner and Whitney.
- Pfaffians (guest lecture by A.Barvinok).
- General total positivity criteria.
Totally nonnegative varieties.