Evolutionary Identification of Predictive Models

Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26520%2F00%3A63300099" target="_blank" >RIV/00216305:26520/00:63300099 - isvavai.cz</a>
Výsledek na webu
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Jazyk výsledku
angličtina
Název v původním jazyce
Evolutionary Identification of Predictive Models
Popis výsledku v původním jazyce
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
Název v anglickém jazyce
Evolutionary Identification of Predictive Models
Popis výsledku anglicky
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

Rok uplatnění
2000
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

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