The Sandwich Theorem

This report contains expository notes about a function vartheta(G) that is popularly known as the Lovasz number of a graph G. There are many ways to define vartheta(G), and the surprising variety of different characterizations indicates in itself that vartheta(G) should be interesting. But the most interesting property of vartheta(G) is probably the fact that it can be computed efficiently, although it lies "sandwiched" between other classic graph numbers whose computation is NP-hard. I have tried to make these notes self-contained so that they might serve as an elementary introduction to the growing literature on Lovasz''s fascinating function.

[1]  Ferenc Juhász,et al.  The asymptotic behaviour of lovász’ ϑ function for random graphs , 1982, Comb..

[2]  B. S. Kashin,et al.  On systems of vectors in a Hilbert space , 1981 .

[3]  Béla Bollobás,et al.  Random Graphs , 1985 .

[4]  Alexander Schrijver,et al.  Relaxations of vertex packing , 1986, J. Comb. Theory, Ser. B.

[5]  Michael L. Overton,et al.  Large-Scale Optimization of Eigenvalues , 1990, SIAM J. Optim..

[6]  S. Konyagin Systems of vectors in Euclidean space and an extremal problem for polynomials , 1981 .

[7]  J. G. Pierce,et al.  Geometric Algorithms and Combinatorial Optimization , 2016 .

[8]  Manfred W. Padberg,et al.  On the facial structure of set packing polyhedra , 1973, Math. Program..

[9]  Alston S. Householder,et al.  Unitary Triangularization of a Nonsymmetric Matrix , 1958, JACM.

[10]  Carsten Lund,et al.  Proof verification and the intractability of approximation problems , 1992, FOCS 1992.

[11]  Farid Alizadeh,et al.  Interior Point Methods in Semidefinite Programming with Applications to Combinatorial Optimization , 1995, SIAM J. Optim..

[12]  Alexander Schrijver,et al.  Cones of Matrices and Set-Functions and 0-1 Optimization , 1991, SIAM J. Optim..

[13]  László Lovász,et al.  Stable sets and polynomials , 1994, Discret. Math..

[14]  Farid Alizadeh,et al.  A sublinear-time randomized parallel algorithm for the maximum clique problem in perfect graphs , 1991, SODA '91.

[15]  László Lovász,et al.  On the Shannon capacity of a graph , 1979, IEEE Trans. Inf. Theory.

[16]  Martin Grötschel,et al.  The ellipsoid method and its consequences in combinatorial optimization , 1981, Comb..

[17]  László Lovász,et al.  Algorithmic theory of numbers, graphs and convexity , 1986, CBMS-NSF regional conference series in applied mathematics.