Methodology for System Adaptation Based on Characteristic Patterns

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F12%3AA12013W4" target="_blank" >RIV/61988987:17310/12:A12013W4 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/70883521:28140/12:43866768

Výsledek na webu

—

DOI - Digital Object Identifier

—

Jazyk výsledku

angličtina

Název v původním jazyce

Methodology for System Adaptation Based on Characteristic Patterns

Popis výsledku v původním jazyce

This paper describes the methodology for system description and application so that the system can be managed using real time system adaptation. Here, we propose approaches relying on machine learning methods, which would enable to characterize key patterns and detect them in real time and in their altered form as well. Then, based on the pattern recognized, it is possible to apply a suitable intervention to system inputs so that the system responds in the desired way. Our aim is to develop and apply ahybrid approach based on machine learning methods, particularly based on soft-computing methods to identify patterns successfully and for the subsequent adaptation of the system. The main goal of the paper is to recognize important pattern and adapt thesystem?s behaviour based on the pattern desired way.

Název v anglickém jazyce

Methodology for System Adaptation Based on Characteristic Patterns

Popis výsledku anglicky

This paper describes the methodology for system description and application so that the system can be managed using real time system adaptation. Here, we propose approaches relying on machine learning methods, which would enable to characterize key patterns and detect them in real time and in their altered form as well. Then, based on the pattern recognized, it is possible to apply a suitable intervention to system inputs so that the system responds in the desired way. Our aim is to develop and apply ahybrid approach based on machine learning methods, particularly based on soft-computing methods to identify patterns successfully and for the subsequent adaptation of the system. The main goal of the paper is to recognize important pattern and adapt thesystem?s behaviour based on the pattern desired way.

Druh

C - Kapitola v odborné knize

CEP obor

IN - Informatika

OECD FORD obor

—

Projekt

Výsledek vznikl pri realizaci vícero projektů. Více informací v záložce Projekty.

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2012

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název knihy nebo sborníku

Robotic Systems - Applications, Control and Programming

ISBN

978-953-307-941-7

Počet stran výsledku

18

Strana od-do

611-628

Počet stran knihy

638

Název nakladatele

InTech

Místo vydání

Croatia

Kód UT WoS kapitoly

—