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Description
  • In this contribution is shown, how can be used evolutionary algorithms (EA) for retrieval of suitable predictive models. Two new different algorithms were used. The first one was Differential Evolution (DE) and the second one was Self-Organizing Migrating Algorithm (SOMA). Both algorithms were used in the same way to find the best model whose response is comparable with given time series as much as possible. Problem was build up like problem of optimization where the cost function was based on difference between original time series and time series from identified model
  • In this contribution is shown, how can be used evolutionary algorithms (EA) for retrieval of suitable predictive models. Two new different algorithms were used. The first one was Differential Evolution (DE) and the second one was Self-Organizing Migrating Algorithm (SOMA). Both algorithms were used in the same way to find the best model whose response is comparable with given time series as much as possible. Problem was build up like problem of optimization where the cost function was based on difference between original time series and time series from identified model (en)
Title
  • Evolutionary Identification of Predictive Models
  • Evolutionary Identification of Predictive Models (en)
skos:prefLabel
  • Evolutionary Identification of Predictive Models
  • Evolutionary Identification of Predictive Models (en)
skos:notation
  • RIV/00216305:26520/00:63300099!RIV/2001/MSM/265201/N
http://linked.open.../vavai/riv/strany
  • 22
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • Z(MSM 260000013)
http://linked.open...vai/riv/dodaniDat
http://linked.open...aciTvurceVysledku
  • Zelinka, Ivan
http://linked.open.../riv/druhVysledku
http://linked.open...iv/duvernostUdaju
http://linked.open...titaPredkladatele
http://linked.open...dnocenehoVysledku
  • 710714
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26520/00:63300099
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • SOMA, DE, prediction, identification, evolution, migration, and self-organization (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [83A857834F74]
http://linked.open...i/riv/mistoVydani
  • Lisbon, Portugal
http://linked.open...i/riv/nazevZdroje
  • The 20th International Symposium on Forecasting
http://linked.open...in/vavai/riv/obor
http://linked.open...ichTvurcuVysledku
http://linked.open...cetTvurcuVysledku
http://linked.open...UplatneniVysledku
http://linked.open...iv/tvurceVysledku
  • Zelinka, Ivan
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • International Institute of Forecasters
http://localhost/t...ganizacniJednotka
  • 26520
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