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  • It is introduced in the paper the newly developed optimization method the Stochastic Optimization Algorithm with Probability Vector (PSV). It is related to Stochastic Learning Algorithm with Probability Vector for artificial neural networks. Both algorithms are inspired by stochastic iterated function system SIFS for generating the statistically self similar fractals. The PSV is gradient method where the direction of individual future movement from the population is based stochastically. PSV was tested on mathematical function minimization and on the travelling sales man problem.
  • It is introduced in the paper the newly developed optimization method the Stochastic Optimization Algorithm with Probability Vector (PSV). It is related to Stochastic Learning Algorithm with Probability Vector for artificial neural networks. Both algorithms are inspired by stochastic iterated function system SIFS for generating the statistically self similar fractals. The PSV is gradient method where the direction of individual future movement from the population is based stochastically. PSV was tested on mathematical function minimization and on the travelling sales man problem. (en)
Title
  • Stochastic optimization algorithm with probability vector
  • Stochastic optimization algorithm with probability vector (en)
skos:prefLabel
  • Stochastic optimization algorithm with probability vector
  • Stochastic optimization algorithm with probability vector (en)
skos:notation
  • RIV/00216305:26220/10:PU86670!RIV10-MSM-26220___
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/09/1897), Z(MSM0021630529)
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
  • 290150
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/10:PU86670
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Stochastic, Optimization Algorithm, PSV, SIFS, Random Walk, Traveling Salesman Problem (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...ontrolniKodProRIV
  • [0D6D9B1C6D1C]
http://linked.open...v/mistoKonaniAkce
  • Bucharest
http://linked.open...i/riv/mistoVydani
  • Bukurešť
http://linked.open...i/riv/nazevZdroje
  • Recent Advances in Computational Intelligence
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
  • Honzík, Petr
  • Jirsík, Václav
  • Pohl, Jan
http://linked.open...vavai/riv/typAkce
http://linked.open.../riv/zahajeniAkce
http://linked.open...n/vavai/riv/zamer
number of pages
http://purl.org/ne...btex#hasPublisher
  • WSEAS Press
https://schema.org/isbn
  • 978-960-474-179-3
http://localhost/t...ganizacniJednotka
  • 26220
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