Skip to main content

A 4-Approximation of the \(\frac{2\pi }{3}\)-MST

  • Conference paper
  • First Online:
Book cover Algorithms and Data Structures (WADS 2021)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 12808))

Included in the following conference series:

Abstract

Bounded-angle (minimum) spanning trees were first introduced in the context of wireless networks with directional antennas. They are reminiscent of bounded-degree (minimum) spanning trees, which have received significant attention. Let P be a set of n points in the plane, and let \(0< \alpha < 2\pi \) be an angle. An \(\alpha \)-spanning tree (\(\alpha \)-ST) of P is a spanning tree of the complete Euclidean graph over P, with the following property: For each vertex \(p_i \in P\), the (smallest) angle that is spanned by all the edges incident to \(p_i\) is at most \(\alpha \). An \(\alpha \)-minimum spanning tree (\(\alpha \)-MST) is an \(\alpha \)-ST of P of minimum weight, where the weight of an \(\alpha \)-ST is the sum of the lengths of its edges. In this paper, we consider the problem of computing an \(\alpha \)-MST for the important case where \(\alpha = \frac{2\pi }{3}\). We present a 4-approximation algorithm, thus improving upon the previous results of Aschner and Katz and Biniaz et al., who presented algorithms with approximation ratios 6 and \(\frac{16}{3}\), respectively.

To obtain this result, we devise an O(n)-time algorithm that, given any Hamiltonian path \(\varPi \) of P, constructs a \(\frac{2\pi }{3}\)-ST  \(\mathcal{T}\) of P, such that \(\mathcal{T}\)’s weight is at most twice that of \(\varPi \) and, moreover, \(\mathcal{T}\) is a 3-hop spanner of \(\varPi \). This latter result is optimal in the sense that for any \({\varepsilon }> 0\) there exists a polygonal path for which every \(\frac{2\pi }{3}\)-ST (of the corresponding set of points) has weight greater than \(2-{\varepsilon }\) times the weight of the path.

M. Katz was supported by grant 1884/16 from the Israel Science Foundation.

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

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Ackerman, E., Gelander, T., Pinchasi, R.: Ice-creams and wedge graphs. Comput. Geom. 46(3), 213–218 (2013). http://dx.doi.org/10.1016/j.comgeo.2012.07.003

  2. Aichholzer, O., et al.: Maximizing maximal angles for plane straight-line graphs. Comput. Geom. 46(1), 17–28 (2013). http://dx.doi.org/10.1016/j.comgeo.2012.03.002

  3. Aschner, R., Katz, M.J.: Bounded-angle spanning tree: modeling networks with angular constraints. Algorithmica 77(2), 349–373 (2017). http://dx.doi.org/10.1007/s00453-015-0076-9

  4. Aschner, R., Katz, M.J., Morgenstern, G.: Symmetric connectivity with directional antennas. Comput. Geom. 46(9), 1017–1026 (2013). http://dx.doi.org10.1016/j.comgeo.2013.06.003/

  5. Ashur, S., Katz, M.J.: A 4-approximation of the \(\frac{2\pi }{3}\)-MST. CoRR, abs/2010.11571 (2020). https://arxiv.org/abs/2010.11571

  6. Biniaz, A., Bose, P., Lubiw, A., Maheshwari, A.: Bounded-angle minimum spanning trees. In: 17th Scandinavian Symposium and Workshops on Algorithm Theory, SWAT 2020, 22–24 June 2020, Tórshavn, Faroe Islands, pp. 14:1–14:22 (2020). https://dx.doi.org/10.4230/LIPIcs.SWAT.2020.14

  7. Carmi, P., Katz, M.J., Lotker, Z., Rosén, A.: Connectivity guarantees for wireless networks with directional antennas. Comput. Geom. 44(9), 477–485 (2011). http://dx.doi.org/10.1016/j.comgeo.2011.05.003

  8. Chan, T.M.: Euclidean bounded-degree spanning tree ratios. Discret. Comput. Geom. 32(2), 177–194 (2004). http://www.springerlink.com/index/10.1007/s00454-004-1117-3

  9. Fekete, S.P., Khuller, S., Klemmstein, M., Raghavachari, B., Young, N.E.: A network-flow technique for finding low-weight bounded-degree spanning trees. J. Algorithms 24(2), 310–324 (1997). http://dx.doi.org/10.1006/jagm.1997.0862

  10. Jothi, R., Raghavachari, B.: Degree-bounded minimum spanning trees. Discret. Appl. Math. 157(5), 960–970 (2009). http://dx.doi.org/10.1016/j.dam.2008.03.037

  11. Khuller, S., Raghavachari, B., Young, N.E.: Low-degree spanning trees of small weight. SIAM J. Comput. 25(2), 355–368 (1996). http://dx.doi.org/10.1137/S0097539794264585

  12. Monma, C.L., Suri, S.: Transitions in geometric minimum spanning trees. Discret. Comput. Geom. 8, 265–293 (1992). http://dx.doi.org/10.1007/BF02293049

  13. Papadimitriou, C.H., Vazirani, U.V.: On two geometric problems related to the traveling salesman problem. J. Algorithms 5(2), 231–246 (1984). http://dx.doi.org/10.1016/0196-6774(84)90029-4

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Matthew J. Katz .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Ashur, S., Katz, M.J. (2021). A 4-Approximation of the \(\frac{2\pi }{3}\)-MST. In: Lubiw, A., Salavatipour, M., He, M. (eds) Algorithms and Data Structures. WADS 2021. Lecture Notes in Computer Science(), vol 12808. Springer, Cham. https://doi.org/10.1007/978-3-030-83508-8_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-83508-8_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-83507-1

  • Online ISBN: 978-3-030-83508-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics