Skip to main content

On the size of ordered binary decision diagrams representing threshold functions

  • Conference paper
  • First Online:
Algorithms and Computation (ISAAC 1994)

Part of the book series: Lecture Notes in Computer Science ((LNCS,volume 834))

Included in the following conference series:

Abstract

An ordered binary decision diagram (OBDD) is a graph representation of a Boolean function. In this paper, the size of ordered binary decision diagrams representing threshold functions is discussed. We consider two cases: the case when an ordering of variables is given and the case when it is adaptively chosen. We show 1) O(2n/2) upper bound for both cases, 2) Ω(2n/2) lower bound for the former case and 3) Ω(n2n/2) lower bound for the latter case.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. R. E. Bryant: “Graph-Based Algorithms for Boolean Function Manipulation”, IEEE Trans. Comput., Vol.C-35, No.8, pp.677–691, (1986).

    Google Scholar 

  2. N. Ishiura and S. Yajima: “A Class of Logic Functions Expressible by a Polynomial-Size Binary Decision Diagram,” Proc. Synthesis and Simulation Meeting and International Interchange (SASIMI '90), pp.48–54, (1990).

    Google Scholar 

  3. H. Sawada, Y. Takenaga and S. Yajima: “On the Computational Power of Binary Decision Diagrams,” IEICE Trans. Info. & Syst. Vol.E77-D, No.6, (1994).

    Google Scholar 

  4. R. E. Bryant: “On the Complexity of VLSI Implementations and Graph Representations of Boolean Functions with Application to Integer Multiplication”, IEEE Trans. Comput., Vol.40, No.2, pp.205–213, (1991).

    MathSciNet  Google Scholar 

  5. H. Sawada: “Computational Power of Binary Decision Diagrams,” Master Thesis, Kyoto University, (1993).

    Google Scholar 

  6. H. T. Liaw and C. S. Lin: “On the OBDD-Representation of General Boolean Functions”, IEEE Trans. Comput., Vol.41, No.6, pp.661–664, (1992).

    Google Scholar 

  7. S. Yajima and T. Ibaraki: “A Lower Bound of the Number of Threshold Functions”, IEEE Trans. Comput., Vol.EC-14, No.6, pp.926–929, (1965).

    Google Scholar 

  8. S. Muroga: “Lower Bounds of the Number of Threshold Functions and a Maximum Weight”, IEEE Trans. Elect. Comput., Vol.EC-14, No.2, pp.136–148, (1965).

    Google Scholar 

  9. S. Muroga: Threshold Logic and its Applications, John Wiley & Sons, (1971).

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Ding-Zhu Du Xiang-Sun Zhang

Rights and permissions

Reprints and permissions

Copyright information

© 1994 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Hosaka, K., Takenaga, Y., Yajima, S. (1994). On the size of ordered binary decision diagrams representing threshold functions. In: Du, DZ., Zhang, XS. (eds) Algorithms and Computation. ISAAC 1994. Lecture Notes in Computer Science, vol 834. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-58325-4_226

Download citation

  • DOI: https://doi.org/10.1007/3-540-58325-4_226

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58325-7

  • Online ISBN: 978-3-540-48653-4

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics