Skip to main content

Part of the book series: Intelligent Systems Reference Library ((ISRL,volume 179))

  • 327 Accesses

Abstract

In the previous chapters, we considered, mainly, approximate bounds on the minimum complexity and approximate algorithms for optimization of decision trees. In this chapter, we consider algorithmic problems of computation of the minimum complexity of deterministic, nondeterministic, and strongly nondeterministic decision trees, and of construction of decision trees with the minimum complexity.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 84.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 109.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 109.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Garey, M.R., Jonson, D.S.: Computers and Intractability. A Guide to the Theory of NP-Completeness. W.H. Freeman and Co., San Francisco (1979)

    Google Scholar 

  2. Moshkov, M.: Decision Trees. Theory and Applications (in Russian). Nizhny Novgorod University Publishers, Nizhny Novgorod (1994)

    Google Scholar 

  3. Moshkov, M.: Time complexity of decision trees. In: Peters, J.F., Skowron, A. (eds.) Transactions on Rough Sets III, Lecture Notes in Computer Science, vol. 3400, pp. 244–459. Springer, Berlin (2005)

    Google Scholar 

  4. Rogers Jr., H.: Theory of Recursive Functions and Effective Computability. MIT Press, Cambridge, MA, USA (1987)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mikhail Moshkov .

Rights and permissions

Reprints and permissions

Copyright information

© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG

About this chapter

Check for updates. Verify currency and authenticity via CrossMark

Cite this chapter

Moshkov, M. (2020). Algorithmic Problems. In: Comparative Analysis of Deterministic and Nondeterministic Decision Trees. Intelligent Systems Reference Library, vol 179. Springer, Cham. https://doi.org/10.1007/978-3-030-41728-4_8

Download citation

Publish with us

Policies and ethics