Abstract
We survey recent work on the use of Hankel matrices \(H(f, \Box )\) for real-valued graph parameters \(f\) and a binary sum-like operation \(\Box \) on labeled graphs such as the disjoint union and various gluing operations of pairs of laeled graphs. Special cases deal with real-valued word functions. We start with graph parameters definable in Monadic Second Order Logic \(\mathrm {MSOL}\) and show how \(\mathrm {MSOL}\)-definability can be replaced by the assumption that \(H(f, \Box )\) has finite rank. In contrast to \(\mathrm {MSOL}\)-definable graph parameters, there are uncountably many graph parameters \(f\) with Hankel matrices of finite rank. We also discuss how real-valued graph parameters can be replaced by graph parameters with values in commutative semirings.
J.A. Makowsky: Partially supported by a grant of Technion Research Authority.
N. Labai: Partially supported by a grant of the Graduate School of the Technion.
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References
Blum, L., Cucker, F., Shub, M., Smale, S.: Complexity and Real Computation. Springer (1998)
Butkovič, P.: Max-linear Systems: Theory and Algorithms. Springer Monographs in Mathematics. Springer (2010)
Carlyle, J.W., Paz, A.: Realizations by stochastic finite automata. J. Comp. Syst. Sc. 5, 26–40 (1971)
Courcelle, B., Engelfriet, J.: Graph Structure and Monadic Second-order Logic, a Language Theoretic Approach. Cambridge University Press (2012)
Courcelle, B., Makowsky, J.A., Rotics, U.: Linear Time Solvable Optimization Problems on Graphs of Bounded Clique Width. In: Hromkovič, J., Sýkora, O. (eds.) WG 1998. LNCS, vol. 1517, pp. 1–16. Springer, Heidelberg (1998)
Courcelle, B., Makowsky, J.A., Rotics, U.: Linear time solvable optimization problems on graphs of bounded clique-width. Theory of Computing Systems 33(2), 125–150 (2000)
Courcelle, B., Makowsky, J.A., Rotics, U.: On the fixed parameter complexity of graph enumeration problems definable in monadic second order logic. Discrete Applied Mathematics 108(1–2), 23–52 (2001)
Cuninghame-Green, R.A., Butkovič, P.: Bases in max-algebra. Linear Algebra and its Applications 389, 107–120 (2004)
Downey, R.G., Fellows, M.F., Parametrized Complexity. Springer (1999)
Droste, M., Gastin, P.: Weighted automata and weighted logics. Theor. Comput. Sci. 380(1–2), 69–86 (2007)
Fellows, M.R., Rosamond, F.A., Rotics, U., Szeider, S.: Proving NP-hardness for clique width i: Non-approximability of linear clique-width. Electronic Colloquium on Computational Complexity (2005)
Fischer, E., Kotek, T., Makowsky, J.A.: Application of logic to combinatorial sequences and their recurrence relations. In: Grohe, M., Makowsky, J.A. (eds), Model Theoretic Methods in Finite Combinatorics, vol. 558. Contemporary Mathematics, pp. 1–42. American Mathematical Society (2011)
Flum, J., Grohe, M.: Parameterized complexity theory. Springer (2006)
Freedman, M., Lovász, L., Schrijver, A.: Reflection positivity, rank connectivity, and homomorphisms of graphs. Journal of AMS 20, 37–51 (2007)
Glikson, A., Verification of generally intractable graph properties on graphs generated by graph grammars. Master’s thesis, Technion - Israel Institute of Technology, Haifa, Israel (2004)
Glikson, A., Makowsky, J.A.: NCE Graph Grammars and Clique-Width. In: Bodlaender, H.L. (ed.) WG 2003. LNCS, vol. 2880, pp. 237–248. Springer, Heidelberg (2003)
Godlin, B., Katz, E., Makowsky, J.A.: Graph polynomials: From recursive definitions to subset expansion formulas. Journal of Logic and Computation 22(2), 237–265 (2012)
Godlin, B., Kotek, T., Makowsky, J.A.: Evaluations of Graph Polynomials. In: Broersma, H., Erlebach, T., Friedetzky, T., Paulusma, D. (eds.) WG 2008. LNCS, vol. 5344, pp. 183–194. Springer, Heidelberg (2008)
Guterman, A.E.: Matrix invariants over semirings. In: Hazewinkel, M. (ed.) Handbook of Algebra, vol. 6. Handbook of Algebra, pp. 3–33. North-Holland (2009)
Hlinený, P., Oum, S., Seese, D., Gottlob, G.: Width parameters beyond tree-width and their applications. Comput. J. 51(3), 326–362 (2008)
Jacob, G.: Représentations et substitutions matricielles dans la théorie algébrique des transductions. PhD thesis, Université de Paris, VII (1975)
Kotek, T.: Definability of combinatorial functions. PhD thesis, Technion - Israel Institute of Technology, Haifa, Israel (March 2012)
Kotek, T., Makowsky, J.A.: Connection matrices and the definability of graph parameters. CSL 2012, pp. 411–425 (2012)
Kotek, T., Makowsky, J.A.: Connection matrices and the definability of graph parameters. Logical Methods in Computer Science 10(4) (2014)
Kotek, T., Makowsky, J.A., Ravve, E.V.: A computational framework for the study of partition functions and graph polynomials (abstract). In: Negru, V., et al. (eds) SYNASC 2012, Proceedings of the International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, SYNASC, Timisoara, Romania, page in press. IEEE Computer Society (2013)
Kotek, T., Makowsky, J.A., Zilber, B.: On counting generalized colorings. In: Grohe, M., Makowsky, J.A. (eds) Model Theoretic Methods in Finite Combinatorics, vol. 558. Contemporary Mathematics, pp. 207–242. American Mathematical Society (2011)
Labai, N.: Hankel matrices and definability of graph parameters. Master’s thesis, Technion - Israel Institute of Technology, Haifa, Israel (2015)
Labai, N., Makowsky, J.A.: Weighted automata and monadic second order logic. In: Proceedings Fourth International Symposium on Games, Automata, Logics and Formal Verification, GandALF 2013, Borca di Cadore, Dolomites, Italy, August 29-31, pp. 122–135 (2013)
Labai, N., Makowsky, J.A.: Weighted automata and monadic second order logic. arXiv preprint arXiv:1307.4472 (2013)
Labai, N., Makowsky, J.A.: Finiteness conditions for graph algebras over tropical semirings. arXiv preprint arXiv:1405.2547 (2014)
Labai, N., Makowsky, J.A.: Tropical graph parameters. In: 26th International Conference on Formal Power Series and Algebraic Combinatorics (FPSAC 2014), DMTCS Proceedings, pp. 357–368 (2014)
Labai, N., Makowsky, J.A.: to be determined. (in preparation, 2015)
Lovász, L.: Connection matrics. In: Grimmet, G., McDiarmid, C. (eds) Combinatorics, Complexity and Chance, A Tribute to Dominic Welsh, pp. 179–190. Oxford University Press (2007)
Lovász, L.: Large Networks and Graph Limits, vol. 60. Colloquium Publications. AMS (2012)
Makowsky, J.A.: Algorithmic uses of the Feferman-Vaught theorem. Annals of Pure and Applied Logic 126(1-3), 159–213 (2004)
Makowsky, J.A., Kotek, T., Ravve, E.V.: A computational framework for the study of partition functions and graph polynomials. In: Proceedings of the 12th Asian Logic Conference 2011, pp. 210–230. World Scientific (2013)
Péter, R., Földes, I.: Recursive functions. Academic Press, New York (1967)
Rose, H.E.: Subrecursion: functions and hierarchies. Clarendon Press, Oxford (1984)
Skolem, T.: Proof of some theorems on recursively enumerable sets. Notre Dame J. Formal Logic 3, 65–74 (1963)
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Makowsky, J.A., Labai, N. (2015). Hankel Matrices: From Words to Graphs (Extended Abstract). In: Dediu, AH., Formenti, E., Martín-Vide, C., Truthe, B. (eds) Language and Automata Theory and Applications. LATA 2015. Lecture Notes in Computer Science(), vol 8977. Springer, Cham. https://doi.org/10.1007/978-3-319-15579-1_3
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