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  • AMS Subject Classification (1991) Classes:  68R10, 05C85, 05C35.  (1)
  • block sensitivity  (1)
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  • 1
    Electronic Resource
    Electronic Resource
    Springer
    Computational complexity 4 (1994), S. 301-313 
    ISSN: 1420-8954
    Keywords: Approximation ; block sensitivity ; Boolean functions ; Fourier degree ; 68Q05 ; 68Q99
    Source: Springer Online Journal Archives 1860-2000
    Topics: Computer Science
    Notes: Abstract Every Boolean function may be represented as a real polynomial. In this paper, we characterize the degree of this polynomial in terms of certain combinatorial properties of the Boolean function. Our first result is a tight lower bound of Ω(logn) on the degree needed to represent any Boolean function that depends onn variables. Our second result states that for every Boolean functionf, the following measures are all polynomially related: o The decision tree complexity off. o The degree of the polynomial representingf. o The smallest degree of a polynomialapproximating f in theL max norm.
    Type of Medium: Electronic Resource
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  • 2
    Electronic Resource
    Electronic Resource
    Springer
    Combinatorica 20 (2000), S. 451-476 
    ISSN: 1439-6912
    Keywords: AMS Subject Classification (1991) Classes:  68R10, 05C85, 05C35.
    Source: Springer Online Journal Archives 1860-2000
    Topics: Mathematics
    Notes: P be a property of graphs. An -test for P is a randomized algorithm which, given the ability to make queries whether a desired pair of vertices of an input graph G with n vertices are adjacent or not, distinguishes, with high probability, between the case of G satisfying P and the case that it has to be modified by adding and removing more than edges to make it satisfy P. The property P is called testable, if for every there exists an -test for P whose total number of queries is independent of the size of the input graph. Goldreich, Goldwasser and Ron [8] showed that certain individual graph properties, like k-colorability, admit an -test. In this paper we make a first step towards a complete logical characterization of all testable graph properties, and show that properties describable by a very general type of coloring problem are testable. We use this theorem to prove that first order graph properties not containing a quantifier alternation of type `` '' are always testable, while we show that some properties containing this alternation are not.
    Type of Medium: Electronic Resource
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