Research Article
BibTex RIS Cite

The new algorithm involving Minimum Spanning Tree for computer networks in a growing company

Year 2017, Volume: 16 Issue: 32, 1 - 14, 31.12.2017

Abstract

The aim of this article is to present a new algorithm based on minimum spanning trees. Minimum spanning trees have long been used in data mining, pattern recognition and machine learning. However, it is difficult to apply traditional minimum spanning tree algorithms to a large dataset since the time complexity of the algorithms is quadratic. The given algorithm is designed to reduce this difficulty. This application has reduced the cost. 

References

  • Referans 1 O. BoruvkaO jistem problemu minimalnim(About a certain minimal problem), Prace mor. prirrodove d. spol. v Brne III(3), (1926), 37--58, (Czech, German summary).
  • Referans 2 O. Boruvka,Pirispevek k reseni otazky ekonomicke stavby elekrovodnich siti (Contribution to the solution of a problem of economical construction of electirical networks)}, Elektronicky obzor, 15, (1926), 153--154.
  • Referans 3 J. Nesetril, E. Milkova, H. Nesetrilova,Otkar Boruvka on minimum spanning tree problem Translation of both the 1926 papers, comments, history, Dsicrete Math.,233(1-3), (2001), 3--36.
  • Referans 4 R.C. Prim, Shortest connection networks and some generalizations, Bell Syst. Tech. J., 36, (1957), 567--574.
  • Referans 5 Krishnamoorthy M., Ernst, A.T., Sharaiha, Y.M., Comparison of algorithms for the degree constrained minimum spanning tree, Journal of Heuristics, 7, (2001), 587--611.
  • Referans 6 J.B. Kruskal, On the shortest spanning subtree of a graph and the travelling salesman problem, Proc. Amer. Math. Soc., 7, (1956), 8--50.
  • Referans 7 http://scanftree.com/Data_Structure/prim\%27s-algorithm.

The new algorithm involving Minimum Spanning Tree for computer networks in a growing company

Year 2017, Volume: 16 Issue: 32, 1 - 14, 31.12.2017

Abstract

The aim of this article is to
present a new algorithm based on minimum spanning trees. Minimum spanning trees
have long been used in data mining, pattern recognition and machine learning.
However, it is difficult to apply traditional minimum spanning tree algorithms
to a large dataset since the time complexity of the algorithms is quadratic.
The given algorithm is designed to reduce this difficulty. This application has
reduced the cost. 

References

  • Referans 1 O. BoruvkaO jistem problemu minimalnim(About a certain minimal problem), Prace mor. prirrodove d. spol. v Brne III(3), (1926), 37--58, (Czech, German summary).
  • Referans 2 O. Boruvka,Pirispevek k reseni otazky ekonomicke stavby elekrovodnich siti (Contribution to the solution of a problem of economical construction of electirical networks)}, Elektronicky obzor, 15, (1926), 153--154.
  • Referans 3 J. Nesetril, E. Milkova, H. Nesetrilova,Otkar Boruvka on minimum spanning tree problem Translation of both the 1926 papers, comments, history, Dsicrete Math.,233(1-3), (2001), 3--36.
  • Referans 4 R.C. Prim, Shortest connection networks and some generalizations, Bell Syst. Tech. J., 36, (1957), 567--574.
  • Referans 5 Krishnamoorthy M., Ernst, A.T., Sharaiha, Y.M., Comparison of algorithms for the degree constrained minimum spanning tree, Journal of Heuristics, 7, (2001), 587--611.
  • Referans 6 J.B. Kruskal, On the shortest spanning subtree of a graph and the travelling salesman problem, Proc. Amer. Math. Soc., 7, (1956), 8--50.
  • Referans 7 http://scanftree.com/Data_Structure/prim\%27s-algorithm.
There are 7 citations in total.

Details

Subjects Engineering
Journal Section Research Articles
Authors

Murat Kirisci

Deniz Öncel This is me

Publication Date December 31, 2017
Submission Date September 14, 2017
Published in Issue Year 2017 Volume: 16 Issue: 32

Cite

APA Kirisci, M., & Öncel, D. (2017). The new algorithm involving Minimum Spanning Tree for computer networks in a growing company. İstanbul Commerce University Journal of Science, 16(32), 1-14.
AMA Kirisci M, Öncel D. The new algorithm involving Minimum Spanning Tree for computer networks in a growing company. İstanbul Commerce University Journal of Science. December 2017;16(32):1-14.
Chicago Kirisci, Murat, and Deniz Öncel. “The New Algorithm Involving Minimum Spanning Tree for Computer Networks in a Growing Company”. İstanbul Commerce University Journal of Science 16, no. 32 (December 2017): 1-14.
EndNote Kirisci M, Öncel D (December 1, 2017) The new algorithm involving Minimum Spanning Tree for computer networks in a growing company. İstanbul Commerce University Journal of Science 16 32 1–14.
IEEE M. Kirisci and D. Öncel, “The new algorithm involving Minimum Spanning Tree for computer networks in a growing company”, İstanbul Commerce University Journal of Science, vol. 16, no. 32, pp. 1–14, 2017.
ISNAD Kirisci, Murat - Öncel, Deniz. “The New Algorithm Involving Minimum Spanning Tree for Computer Networks in a Growing Company”. İstanbul Commerce University Journal of Science 16/32 (December 2017), 1-14.
JAMA Kirisci M, Öncel D. The new algorithm involving Minimum Spanning Tree for computer networks in a growing company. İstanbul Commerce University Journal of Science. 2017;16:1–14.
MLA Kirisci, Murat and Deniz Öncel. “The New Algorithm Involving Minimum Spanning Tree for Computer Networks in a Growing Company”. İstanbul Commerce University Journal of Science, vol. 16, no. 32, 2017, pp. 1-14.
Vancouver Kirisci M, Öncel D. The new algorithm involving Minimum Spanning Tree for computer networks in a growing company. İstanbul Commerce University Journal of Science. 2017;16(32):1-14.