A Framework for Hybrid Computational Models.

Result code in IS VaVaI

RIV/67985807:_____/03:06040260 - isvavai.cz

Alternative codes found

RIV/67985807:_____/03:00000074

Result on the web

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DOI - Digital Object Identifier

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Result language

angličtina

Original language name

A Framework for Hybrid Computational Models.

Original language description

Hybrid computational models can be seen as systems of computational agents. This paper proposes mechanisms that provide agents autonomous abilities in order to improve their performance within a multi-agent system. Our approach is utilizing an ontology-based description of agent and task types together with machine learning algorithms, such as evolutionary algorithms with logical reasoning. We propose a combination of an evolutionary algorithm and a formal logic resolution system which is able to createand verify new schemes. The approach is ilustrated on simple examples.

Czech name

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Czech description

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Type

J_x - Unclassified - Peer-reviewed scientific article (Jimp, Jsc and Jost)

CEP classification

BA - General mathematics

OECD FORD branch

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Project

Result was created during the realization of more than one project. More information in the Projects tab.

Continuities

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Z - Vyzkumny zamer (s odkazem do CEZ)

Publication year

2003

Confidentiality

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

Name of the periodical

WSEAS Transactions on Computers

ISSN

1109-2750

e-ISSN

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Volume of the periodical

2

Issue of the periodical within the volume

4

Country of publishing house

US - UNITED STATES

Number of pages

6

Pages from-to

868-873

UT code for WoS article

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EID of the result in the Scopus database

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