440 research outputs found
Algebraic and Combinatorial Methods in Computational Complexity
At its core, much of Computational Complexity is concerned with combinatorial objects and structures. But it has often proven true that the best way to prove things about these combinatorial objects is by establishing a connection (perhaps approximate) to a more well-behaved algebraic setting. Indeed, many of the deepest and most powerful results in Computational Complexity rely on algebraic proof techniques. The PCP characterization of NP and the Agrawal-Kayal-Saxena polynomial-time primality test are two prominent examples. Recently, there have been some works going in the opposite direction, giving alternative combinatorial proofs for results that were originally proved algebraically. These alternative proofs can yield important improvements because they are closer to the underlying problems and avoid the losses in passing to the algebraic setting. A prominent example is Dinur's proof of the PCP Theorem via gap amplification which yielded short PCPs with only a polylogarithmic length blowup (which had been the focus of significant research effort up to that point). We see here (and in a number of recent works) an exciting interplay between algebraic and combinatorial techniques. This seminar aims to capitalize on recent progress and bring together researchers who are using a diverse array of algebraic and combinatorial methods in a variety of settings
Intersecting Families of Permutations
A set of permutations is said to be {\em k-intersecting} if
any two permutations in agree on at least points. We show that for any
, if is sufficiently large depending on , then the
largest -intersecting subsets of are cosets of stabilizers of
points, proving a conjecture of Deza and Frankl. We also prove a similar result
concerning -cross-intersecting subsets. Our proofs are based on eigenvalue
techniques and the representation theory of the symmetric group.Comment: 'Erratum' section added. Yuval Filmus has recently pointed out that
the 'Generalised Birkhoff theorem', Theorem 29, is false for k > 1, and so is
Theorem 27 for k > 1. An alternative proof of the equality part of the
Deza-Frankl conjecture is referenced, bypassing the need for Theorems 27 and
2
Causal graph dynamics
We extend the theory of Cellular Automata to arbitrary, time-varying graphs.
In other words we formalize, and prove theorems about, the intuitive idea of a
labelled graph which evolves in time - but under the natural constraint that
information can only ever be transmitted at a bounded speed, with respect to
the distance given by the graph. The notion of translation-invariance is also
generalized. The definition we provide for these "causal graph dynamics" is
simple and axiomatic. The theorems we provide also show that it is robust. For
instance, causal graph dynamics are stable under composition and under
restriction to radius one. In the finite case some fundamental facts of
Cellular Automata theory carry through: causal graph dynamics admit a
characterization as continuous functions, and they are stable under inversion.
The provided examples suggest a wide range of applications of this mathematical
object, from complex systems science to theoretical physics. KEYWORDS:
Dynamical networks, Boolean networks, Generative networks automata, Cayley
cellular automata, Graph Automata, Graph rewriting automata, Parallel graph
transformations, Amalgamated graph transformations, Time-varying graphs, Regge
calculus, Local, No-signalling.Comment: 25 pages, 9 figures, LaTeX, v2: Minor presentation improvements, v3:
Typos corrected, figure adde
MFCS\u2798 Satellite Workshop on Cellular Automata
For the 1998 conference on Mathematical Foundations of Computer
Science (MFCS\u2798) four papers on Cellular Automata were accepted as
regular MFCS\u2798 contributions. Furthermore an MFCS\u2798 satellite
workshop on Cellular Automata was organized with ten additional talks.
The embedding of the workshop into the conference with its
participants coming from a broad spectrum of fields of work lead to
interesting discussions and a fruitful exchange of ideas.
The contributions which had been accepted for MFCS\u2798 itself may be
found in the conference proceedings, edited by L. Brim, J. Gruska and
J. Zlatuska, Springer LNCS 1450. All other (invited and regular)
papers of the workshop are contained in this technical report. (One
paper, for which no postscript file of the full paper is available, is
only included in the printed version of the report).
Contents:
F. Blanchard, E. Formenti, P. Kurka: Cellular automata in the Cantor,
Besicovitch and Weyl Spaces
K. Kobayashi: On Time Optimal Solutions of the Two-Dimensional Firing
Squad Synchronization Problem
L. Margara: Topological Mixing and Denseness of Periodic Orbits for
Linear Cellular Automata over Z_m
B. Martin: A Geometrical Hierarchy of Graph via Cellular Automata
K. Morita, K. Imai: Number-Conserving Reversible Cellular Automata and
Their Computation-Universality
C. Nichitiu, E. Remila: Simulations of graph automata
K. Svozil: Is the world a machine?
H. Umeo: Cellular Algorithms with 1-bit Inter-Cell Communications
F. Reischle, Th. Worsch: Simulations between alternating CA,
alternating TM and circuit families
K. Sutner: Computation Theory of Cellular Automat
On the complexity of isomorphism problems for tensors, groups, and polynomials IV: linear-length reductions and their applications
Many isomorphism problems for tensors, groups, algebras, and polynomials were
recently shown to be equivalent to one another under polynomial-time
reductions, prompting the introduction of the complexity class TI (Grochow &
Qiao, ITCS '21; SIAM J. Comp., '23). Using the tensorial viewpoint, Grochow &
Qiao (CCC '21) then gave moderately exponential-time search- and
counting-to-decision reductions for a class of -groups. A significant issue
was that the reductions usually incurred a quadratic increase in the length of
the tensors involved. When the tensors represent -groups, this corresponds
to an increase in the order of the group of the form ,
negating any asymptotic gains in the Cayley table model.
In this paper, we present a new kind of tensor gadget that allows us to
replace those quadratic-length reductions with linear-length ones, yielding the
following consequences:
1. Combined with the recent breakthrough -time
isomorphism-test for -groups of class 2 and exponent (Sun, STOC '23),
our reductions extend this runtime to -groups of class and exponent
where .
2. Our reductions show that Sun's algorithm solves several TI-complete
problems over , such as isomorphism problems for cubic forms, algebras,
and tensors, in time .
3. Polynomial-time search- and counting-to-decision reduction for testing
isomorphism of -groups of class and exponent in the Cayley table
model. This answers questions of Arvind and T\'oran (Bull. EATCS, 2005) for
this group class, thought to be one of the hardest cases of Group Isomorphism.
4. If Graph Isomorphism is in P, then testing equivalence of cubic forms and
testing isomorphism of algebra over a finite field can both be solved in
time , improving from the brute-force upper bound
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