Skip to main content

Optimal Partition of a Tree with Social Distance

  • Conference paper
  • First Online:
WALCOM: Algorithms and Computation (WALCOM 2019)

Part of the book series: Lecture Notes in Computer Science ((LNTCS,volume 11355))

Included in the following conference series:

Abstract

We study the problem to find a partition of a graph G with maximum social welfare based on social distance between vertices in G, called MaxSWP. This problem is known to be NP-hard in general. In this paper, we first give a complete characterization of optimal partitions of trees with small diameters. Then, by utilizing these results, we show that MaxSWP can be solved in linear time for trees. Moreover, we show that MaxSWP is NP-hard even for 4-regular graphs.

This work is supported by JSPS KAKENHI Grant Numbers 17K19960, 17H01698, 18H06469.

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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. Aziz, H., Brandt, F., Seedig, H.G.: Computing desirable partitions in additively separable hedonic games. Artif. Intell. 195, 316–334 (2013)

    Article  MathSciNet  Google Scholar 

  2. Balliu, A., Flammini, M., Melideo, G., Olivetti, D.: Nash stability in social distance games. In: Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017), pp. 342–348 (2017)

    Google Scholar 

  3. Balliu, A., Flammini, M., Olivetti, D.: On pareto optimality in social distance games. In: Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence (AAAI 2017), pp. 349–355 (2017)

    Google Scholar 

  4. Brânzei, S., Larson, K.: Social distance games. In: Proceedings of the 22nd International Joint Conference on Artificial Intelligence (IJCAI 2011), pp. 91–96 (2011)

    Google Scholar 

  5. Fortunato, S.: Community detection in graphs. Phys. Rep. 486(3), 75–174 (2010)

    Article  MathSciNet  Google Scholar 

  6. Kagawa, S., Okamoto, S., Suh, S., Kondo, Y., Nansai, K.: Finding environmentally important industry clusters: multiway cut approach using nonnegative matrix factorization. Soc. Netw. 35(3), 423–438 (2013)

    Article  Google Scholar 

  7. Newman, M.E.J.: Networks: An Introduction. Oxford University Press, Oxford (2010)

    Book  Google Scholar 

  8. Newman, M.E.J.: Spectral methods for community detection and graph partitioning. Phys. Rev. E 88, 042822 (2013)

    Article  Google Scholar 

  9. Okubo, M., Hanaka, T., Ono, H.: Optimal partition of a tree with social distance. CoRR abs/1809.03392 (2018)

    Google Scholar 

  10. Porschen, S., Schmidt, T., Speckenmeyer, E., Wotzlaw, A.: XSAT and NAE-SAT of linear CNF classes. Discrete Appl. Math. 167, 1–14 (2014)

    Article  MathSciNet  Google Scholar 

  11. Rahwan, T., Michalak, T.P., Wooldridge, M., Jennings, N.R.: Coalition structure generation: a survey. Artif. Intell. 229, 139–174 (2015)

    Article  MathSciNet  Google Scholar 

  12. Schaeffer, S.E.: Graph clustering. Comput. Sci. Rev. 1(1), 27–64 (2007)

    Article  Google Scholar 

  13. Shi, J., Malik, J.: Normalized cuts and image segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 22(8), 888–905 (2000)

    Article  Google Scholar 

  14. Sless, L., Hazon, N., Kraus, S., Wooldridge, M.: Forming \(k\) coalitions and facilitating relationships in social networks. Artif. Intell. 259, 217–245 (2018)

    Article  MathSciNet  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Masahiro Okubo , Tesshu Hanaka or Hirotaka Ono .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2019 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Okubo, M., Hanaka, T., Ono, H. (2019). Optimal Partition of a Tree with Social Distance. In: Das, G., Mandal, P., Mukhopadhyaya, K., Nakano, Si. (eds) WALCOM: Algorithms and Computation. WALCOM 2019. Lecture Notes in Computer Science(), vol 11355. Springer, Cham. https://doi.org/10.1007/978-3-030-10564-8_10

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-10564-8_10

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-10563-1

  • Online ISBN: 978-3-030-10564-8

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics