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Fast Graph Algorithms for Phylogenetics

Research Project

Project/Area Number 26330014
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Theory of informatics
Research InstitutionKyoto University

Principal Investigator

Jansson Jesper  京都大学, 白眉センター, 特定准教授 (60536100)

Project Period (FY) 2014-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2016: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2015: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2014: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
KeywordsAlgorithm theory / Computational complexity / Implementations / Graph algorithms / Phylogenetic tree / Consensus tree / Supertree / algorithm / computational complexity / phylogenetic tree / consensus tree
Outline of Final Research Achievements

We developed fast algorithms for constructing several popular consensus trees: The majority rule consensus tree, the loose consensus tree, the greedy consensus tree, the frequency difference consensus tree, the Adams consensus tree, the R* consensus tree, and two kinds of local consensus trees. Some of them were the first improvements in a long time; for example, the previously fastest algorithm for the Adams consensus tree was from 1972.
Next, we characterized the computational complexity of some fundamental supertree problems and designed approximation algorithms for NP-hard problem variants. We also gave a fast and memory-efficient centroid paths-based algorithm for computing the rooted triplet distance between two phylogenetic trees.
Finally, we presented a fast method for the rooted triplet distance between galled trees (phylogenetic networks whose cycles are disjoint). Our strategy was to transform the galled trees into pairs of trees and apply the fast algorithm for trees.

Report

(5 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • 2014 Research-status Report
  • Research Products

    (36 results)

All 2018 2017 2016 2015 2014 Other

All Int'l Joint Research (3 results) Journal Article (14 results) (of which Int'l Joint Research: 12 results,  Peer Reviewed: 14 results,  Open Access: 5 results,  Acknowledgement Compliant: 9 results) Presentation (6 results) (of which Int'l Joint Research: 2 results,  Invited: 1 results) Book (5 results) Remarks (8 results)

  • [Int'l Joint Research] National University of Singapore(Singapore)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Lund University(Sweden)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] Stanford University(U.S.A.)

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Algorithms for the Majority Rule (+) Consensus Tree and the Frequency Difference Consensus Tree2018

    • Author(s)
      J. Jansson, R. Rajaby, C. Shen, and W.-K. Sung
    • Journal Title

      IEEE/ACM Transactions on Computational Biology and Bioinformatics

      Volume: 15(1) Issue: 1 Pages: 15-26

    • DOI

      10.1109/tcbb.2016.2609923

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Determining the Consistency of Resolved Triplets and Fan Triplets2018

    • Author(s)
      J. Jansson, A. Lingas, R. Rajaby, and W.-K. Sung
    • Journal Title

      Journal of Computational Biology

      Volume: 25 Issue: 7 Pages: 740-754

    • DOI

      10.1089/cmb.2017.0256

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Minimal Phylogenetic Supertrees and Local Consensus Trees2018

    • Author(s)
      J. Jansson, R. Rajaby, and W.-K. Sung
    • Journal Title

      AIMS Medical Science

      Volume: 5 Issue: 2 Pages: 181-203

    • DOI

      10.3934/medsci.2018.2.181

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] On Finding the Adams Consensus Tree2017

    • Author(s)
      J. Jansson, Z. Li, and W.-K. Sung
    • Journal Title

      Information and Computation

      Volume: 256 Pages: 334-347

    • DOI

      10.1016/j.ic.2017.08.002

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] An Efficient Algorithm for the Rooted Triplet Distance between Galled Trees2017

    • Author(s)
      J. Jansson, R. Rajaby, and W.-K. Sung
    • Journal Title

      Lecture Notes in Computer Science (AlCoB 2017)

      Volume: 10252 Pages: 115-126

    • DOI

      10.1007/978-3-319-58163-7_8

    • ISBN
      9783319581620, 9783319581637
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Determining the Consistency of Resolved Triplets and Fan Triplets2017

    • Author(s)
      J. Jansson, A. Lingas, R. Rajaby, and W.-K. Sung
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 10229 Pages: 1-17

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Improved Algorithms for Constructing Consensus Trees2016

    • Author(s)
      J. Jansson, C. Shen, and W.-K. Sung
    • Journal Title

      Journal of the ACM

      Volume: 63 Issue: 3 Pages: 28-28

    • DOI

      10.1145/2925985

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Faster Algorithms for Computing the R* Consensus Tree2016

    • Author(s)
      J. Jansson, W.-K. Sung, H. Vu, and S.-M. Yiu
    • Journal Title

      Algorithmica

      Volume: 76 Issue: 4 Pages: 1224-1244

    • DOI

      10.1007/s00453-016-0122-2

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A More Practical Algorithm for the Rooted Triplet Distance2016

    • Author(s)
      J. Jansson and R. Rajaby
    • Journal Title

      Journal of Computational Biology

      Volume: 24 Issue: 2 Pages: 106-126

    • DOI

      10.1089/cmb.2016.0185

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Minimal Phylogenetic Supertrees and Local Consensus Trees2016

    • Author(s)
      J. Jansson and W.-K. Sung
    • Journal Title

      LIPIcs

      Volume: 58

    • DOI

      10.4230/LIPIcs.MFCS.2016.53

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] The Approximability of Maximum Rooted Triplets Consistency with Fan Triplets and Forbidden Triplets2015

    • Author(s)
      J. Jansson, A. Lingas, and E.-M. Lundell
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9133 Pages: 272-283

    • DOI

      10.1007/978-3-319-19929-0_23

    • ISBN
      9783319199283, 9783319199290
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] A More Practical Algorithm for the Rooted Triplet Distance2015

    • Author(s)
      J. Jansson and R. Rajaby
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 9199 Pages: 109-125

    • DOI

      10.1007/978-3-319-21233-3_9

    • ISBN
      9783319212326, 9783319212333
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] On Finding the Adams Consensus Tree2015

    • Author(s)
      J. Jansson, Z. Li, and W.-K. Sung
    • Journal Title

      LIPIcs

      Volume: 30 Pages: 487-499

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Faster Algorithms for Computing the R* Consensus Tree2014

    • Author(s)
      J. Jansson, W.-K. Sung, H. Vu, and S.-M. Yiu
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 8889 Pages: 414-425

    • Related Report
      2014 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Minimal Phylogenetic Supertrees and Local Consensus Trees2016

    • Author(s)
      Jesper Jansson
    • Organizer
      MFCS 2016
    • Place of Presentation
      Krakow, Poland
    • Year and Date
      2016-08-22
    • Related Report
      2016 Research-status Report
  • [Presentation] A More Practical Algorithm for the Rooted Triplet Distance2015

    • Author(s)
      Jesper Jansson
    • Organizer
      AlCoB 2015
    • Place of Presentation
      Mexico City, Mexico
    • Year and Date
      2015-08-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Comparing Phylogenetic Networks by Counting Triangles2015

    • Author(s)
      Jesper Jansson
    • Organizer
      NUS workshop (not refereed)
    • Place of Presentation
      Singapore
    • Year and Date
      2015-07-27
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] The Approximability of Maximum Rooted Triplets Consistency with Fan Triplets and Forbidden Triplets2015

    • Author(s)
      Jesper Jansson
    • Organizer
      CPM 2015
    • Place of Presentation
      Ischia Island, Italy
    • Year and Date
      2015-06-30
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] On Finding the Adams Consensus Tree2015

    • Author(s)
      Jesper Jansson
    • Organizer
      STACS 2015
    • Place of Presentation
      Munich, Germany
    • Year and Date
      2015-03-05
    • Related Report
      2014 Research-status Report
  • [Presentation] Faster Algorithms for Computing the R* Consensus Tree2014

    • Author(s)
      Jesper Jansson
    • Organizer
      ISAAC 2014
    • Place of Presentation
      Jeonju, South Korea
    • Year and Date
      2014-12-16
    • Related Report
      2014 Research-status Report
  • [Book] Algorithms for Combining Rooted Triplets into a Galled Phylogenetic Network [chapter in Encyclopedia of Algorithms]2016

    • Author(s)
      J. Jansson and W.-K. Sung
    • Publisher
      Springer Science+Business Media New York
    • Related Report
      2016 Research-status Report
  • [Book] Directed Perfect Phylogeny (Binary Characters) [chapter in Encyclopedia of Algorithms]2016

    • Author(s)
      J. Jansson
    • Publisher
      Springer Science+Business Media New York
    • Related Report
      2016 Research-status Report
  • [Book] Maximum Agreement Supertree [chapter in Encyclopedia of Algorithms]2016

    • Author(s)
      J. Jansson and W.-K. Sung
    • Publisher
      Springer Science+Business Media New York
    • Related Report
      2016 Research-status Report
  • [Book] Perfect Phylogeny (Bounded Number of States) [chapter in Encyclopedia of Algorithms]2016

    • Author(s)
      J. Jansson
    • Publisher
      Springer Science+Business Media New York
    • Related Report
      2016 Research-status Report
  • [Book] Phylogenetic Tree Construction from a Distance Matrix [chapter in Encyclopedia of Algorithms]2016

    • Author(s)
      J. Jansson
    • Publisher
      Springer Science+Business Media New York
    • Related Report
      2016 Research-status Report
  • [Remarks] Jesper Jansson's webpage

    • URL

      http://www.comp.polyu.edu.hk/~csjj/

    • Related Report
      2017 Annual Research Report
  • [Remarks] Source code of the new algorithm

    • URL

      https://github.com/Mesh89/Galled-CPDT-dist

    • Related Report
      2017 Annual Research Report
  • [Remarks] Jesper Jansson's webpage:

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~jj/

    • Related Report
      2016 Research-status Report
  • [Remarks] FACT: Fast Algorithms for Consensus Trees:

    • URL

      http://compbio.ddns.comp.nus.edu.sg/~consensus.tree/

    • Related Report
      2016 Research-status Report
  • [Remarks] CPDT-dist:

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~jj/Software/CPDT-dist.html

    • Related Report
      2016 Research-status Report
  • [Remarks] Jesper Jansson's webpage

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~jj/

    • Related Report
      2015 Research-status Report 2014 Research-status Report
  • [Remarks] CPDT-dist

    • URL

      http://sunflower.kuicr.kyoto-u.ac.jp/~jj/Software/CPDT-dist.html

    • Related Report
      2015 Research-status Report
  • [Remarks] FACT: Fast Algorithms for Consensus Trees

    • URL

      http://compbio.ddns.comp.nus.edu.sg/~consensus.tree/

    • Related Report
      2014 Research-status Report

URL: 

Published: 2014-04-04   Modified: 2019-03-29  

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