All

What are you looking for?

All
Projects
Results
Organizations

Quick search

  • Projects supported by TA ČR
  • Excellent projects
  • Projects with the highest public support
  • Current projects

Smart search

  • That is how I find a specific +word
  • That is how I leave the -word out of the results
  • “That is how I can find the whole phrase”

Flexible neural trees—Parallel learning on HPC

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F17%3A10238063" target="_blank" >RIV/61989100:27240/17:10238063 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/17:10238063

  • Result on the web

    <a href="https://link.springer.com/chapter/10.1007%2F978-981-10-3391-9_4" target="_blank" >https://link.springer.com/chapter/10.1007%2F978-981-10-3391-9_4</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-981-10-3391-9_4" target="_blank" >10.1007/978-981-10-3391-9_4</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Flexible neural trees—Parallel learning on HPC

  • Original language description

    he purpose of this research is to develop effective parallel Flexible Neural Tree learning algorithm based on Message Passing Interface at High Performance Computing environment. The implemented framework utilizes two bio-inspired evolutionary algorithms that were parallelized. Genetic algorithm is used to develop structure of FNT and differential evolution for fine tunning of the parameters. Framework was tested for its correctness and scalability on Anselm cluster. Scalability experiments prove good performance results.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2017

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Advances in intelligent systems and computing. Volume 568

  • ISBN

    978-981-10-3390-2

  • ISSN

    2194-5357

  • e-ISSN

    neuvedeno

  • Number of pages

    11

  • Pages from-to

    67-77

  • Publisher name

    Springer

  • Place of publication

    Singapur

  • Event location

    Kalkata

  • Event date

    Aug 12, 2016

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article