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Description
  • V článku je popsána původní metodika automatického vytváření neuronových modelů mikrovlnných struktur. Díky metodice lze vytvářet neuronové modely o předepsané přesnosti s minimálním výpočetním výkonem. Platnost metodiky je ověřena vývojem neuronových modelů vybraných mikrovlnných struktur. Funkčnost neuronových modelů je testována návrhem - neuronový model je spojen s genetickým algoritmem s cílem nalézt globální minimum formulované kriteriální funkce. Kriteriální funkce je minimalizována různými verzeemi genetických algoritmů a jejich vzájemnými kombinacemi. Ověřená metodika automatického vytváření přesných neuronových modelů a jejich spojení s genetickými algoritmy je původním přínosem článku. (cs)
  • In the paper, an original methodology for the automatic creation of neural models of microwave structures is proposed and verified. Following the methodology, neural models of the prescribed accuracy are built within the minimum CPU time. Validity of the proposed methodology is verified by developing neural models of selected microwave structures. Functionality of neural models is verified in a design - a neural model is joined with a genetic algorithm to find a global minimum of a formulated objectivee function. The objective function is minimized using different versions of genetic algorithms, and their mutual combinations. The verified methodology of the automated creation of accurate neural models of microwave structures, and their association with global optimization routines are the most important original features of the paper.
  • In the paper, an original methodology for the automatic creation of neural models of microwave structures is proposed and verified. Following the methodology, neural models of the prescribed accuracy are built within the minimum CPU time. Validity of the proposed methodology is verified by developing neural models of selected microwave structures. Functionality of neural models is verified in a design - a neural model is joined with a genetic algorithm to find a global minimum of a formulated objectivee function. The objective function is minimized using different versions of genetic algorithms, and their mutual combinations. The verified methodology of the automated creation of accurate neural models of microwave structures, and their association with global optimization routines are the most important original features of the paper. (en)
Title
  • Methodology of neural design: applications in microwave engineering
  • Metodika neuronového návrhu: využití v mikrovlnném inženýrství (cs)
  • Methodology of neural design: applications in microwave engineering (en)
skos:prefLabel
  • Methodology of neural design: applications in microwave engineering
  • Metodika neuronového návrhu: využití v mikrovlnném inženýrství (cs)
  • Methodology of neural design: applications in microwave engineering (en)
skos:notation
  • RIV/00216305:26220/06:PU58279!RIV06-GA0-26220___
http://linked.open.../vavai/riv/strany
  • 12-17
http://linked.open...avai/riv/aktivita
http://linked.open...avai/riv/aktivity
  • P(GA102/04/1079), Z(MSM0021630513)
http://linked.open...iv/cisloPeriodika
  • 2
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
  • 485102
http://linked.open...ai/riv/idVysledku
  • RIV/00216305:26220/06:PU58279
http://linked.open...riv/jazykVysledku
http://linked.open.../riv/klicovaSlova
  • Artificial neural networks, genetic algorithms, microwave structures. (en)
http://linked.open.../riv/klicoveSlovo
http://linked.open...odStatuVydavatele
  • CZ - Česká republika
http://linked.open...ontrolniKodProRIV
  • [5BE2011394D5]
http://linked.open...i/riv/nazevZdroje
  • Radioengineering
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...v/svazekPeriodika
  • 15
http://linked.open...iv/tvurceVysledku
  • Raida, Zbyněk
  • Poměnka, Petr
http://linked.open...n/vavai/riv/zamer
issn
  • 1210-2512
number of pages
http://localhost/t...ganizacniJednotka
  • 26220
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