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  • In many areas of science and engineering it is of great interest to compute different statistics under the interval uncertainty. Unfortunately, this task often turns out to be very complex. For example, finding the bounds of the interval that includes all possible values produced by the calculation of quantities like variance or covariance for interval valued dataset is a NP-hard task. In this paper a genetic algorithm is proposed to tackle with this problem. An application of the algorithm is presented and compared with the result of an exhaustive search using the same data, which has been performed on a grid computing infrastructure.
  • In many areas of science and engineering it is of great interest to compute different statistics under the interval uncertainty. Unfortunately, this task often turns out to be very complex. For example, finding the bounds of the interval that includes all possible values produced by the calculation of quantities like variance or covariance for interval valued dataset is a NP-hard task. In this paper a genetic algorithm is proposed to tackle with this problem. An application of the algorithm is presented and compared with the result of an exhaustive search using the same data, which has been performed on a grid computing infrastructure. (en)
Title
  • Use of Genetic Algorithms When Computing Variance of Interval Data
  • Use of Genetic Algorithms When Computing Variance of Interval Data (en)
skos:prefLabel
  • Use of Genetic Algorithms When Computing Variance of Interval Data
  • Use of Genetic Algorithms When Computing Variance of Interval Data (en)
skos:notation
  • RIV/00216208:11320/11:10107072!RIV12-GA0-11320___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA201/09/0755), Z(MSM0021620839)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 237198
http://linked.open...ai/riv/idVysledku
  • RIV/00216208:11320/11:10107072
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • interval data; variance; Genetic algorithms (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0D06458BFD4F]
http://linked.open...v/mistoKonaniAkce
  • Caserta
http://linked.open...i/riv/mistoVydani
  • Berlin
http://linked.open...i/riv/nazevZdroje
  • CLASSIFICATION AND MULTIVARIATE ANALYSIS FOR COMPLEX DATA STRUCTURES
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...vavai/riv/projekt
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Antoch, Jaromír
  • Miele, Rafaelle
http://linked.open...vavai/riv/typAkce
http://linked.open...ain/vavai/riv/wos
  • 000288885400039
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
issn
  • 1431-8814
number of pages
http://bibframe.org/vocab/doi
  • 10.1007/978-3-642-13312-1_39
http://purl.org/ne...btex#hasPublisher
  • Springer-Verlag
https://schema.org/isbn
  • 978-3-642-13311-4
http://localhost/t...ganizacniJednotka
  • 11320
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