Modeling dependence and feedback in ANP with fuzzy cognitive maps
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F47813059%3A19520%2F12%3A%230002142" target="_blank" >RIV/47813059:19520/12:#0002142 - isvavai.cz</a>
Result on the web
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DOI - Digital Object Identifier
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Alternative languages
Result language
angličtina
Original language name
Modeling dependence and feedback in ANP with fuzzy cognitive maps
Original language description
The objective of multi-criteria decision making is to select the best alternative from a set of feasible alternatives with regard to a given set of criteria. To include dependence and feedback among criteria analytic network process (ANP) was proposed byT. L. Saaty. However, ANP have two disadvantages: firstly, it is difficult to provide correct network structure among criteria even for experts, and different structures lead to different results. Secondly, to form a supermatrix all criteria have to bepair-wise compared with regard to all other criteria, which is difficult and also unnatural. To circumvent these problems criteria network structure in ANP can be modeled with fuzzy cognitive maps. The aim of this article is to propose the hybrid eigenvalue-fuzzy cognitive map method (HEFCM) for the derivation of criteria weights. In the first step of HEFCM initial (local) weights of criteria are determined by Saaty's eigenvalue method. In the second step contribution to criteria ...
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
AH - Economics
OECD FORD branch
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Result continuities
Project
<a href="/en/project/GA402%2F09%2F0405" target="_blank" >GA402/09/0405: Development of Non-standard Optimization Methods and their Applications in Economy and Management</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2012
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the 30th international conference Mathematical methods in economics 2012
ISBN
978-80-7248-779-0
ISSN
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e-ISSN
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Number of pages
6
Pages from-to
558-563
Publisher name
Slezská univerzita v Opavě, Obchodně podnikatelská fakulta v Karviné
Place of publication
Karviná
Event location
Karviná
Event date
Jan 1, 2012
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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