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Some results on decision trees with relations to computational trees

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Computation Theory (SCT 1984)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 208))

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Abstract

In this paper we have shown some results for decision trees with tests from the essentially wider class of functions than the polynomials of bounded degree.

We introduced the notion of functions r-distant to Rd[x] and have shown how starting from decision trees we can derive lower bounds in the model of computation trees. This relation suggests an uniform approach to lower bound proving in decision and computational tree models.

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References

  1. Ben-Or,M., Lower bounds for algebraic computation trees, Proc. of the 15-th STOC, Boston, 1983, 80–86.

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  2. Jaromczyk,J.W.,Lower bounds for polygon simplicity testing and other problems, Lecture Notes in Computer Science v.176, 1984

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  3. Jaromczyk,J.W., Computational complexity in the model of decision trees, Warsaw, April 1984 (in polish).

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  4. Milnor, J., On the Betti numbers of real algebraic varieties, Proc. AMS 15, 1964, 275–280.

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  5. Steele, J.M., Yao, A.C., Lower bounds for algebraic decision trees, J.Algorithms 3, 1982, 1–8.

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Andrzej Skowron

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© 1985 Springer-Verlag Berlin Heidelberg

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Jaromczyk, J.W. (1985). Some results on decision trees with relations to computational trees. In: Skowron, A. (eds) Computation Theory. SCT 1984. Lecture Notes in Computer Science, vol 208. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-16066-3_11

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  • DOI: https://doi.org/10.1007/3-540-16066-3_11

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  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-16066-3

  • Online ISBN: 978-3-540-39748-9

  • eBook Packages: Springer Book Archive

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