loading
Papers Papers/2022 Papers Papers/2022

Research.Publish.Connect.

Paper

Paper Unlock

Authors: Anastasiya Polyakova ; Lipinskiy Leonid and Eugene Semenkin

Affiliation: Reshetnev Siberian State University of Science and Technology, Krasnoyarsky rabochy ave. 31, 660041, Krasnoyarsk, Russia

Keyword(s): Fuzzy Rule-based Systems, the Problem of Restoring the Cryolite Ratio, Regression Problem, Evolutionary Algorithm, Parameter Optimization, Ensemble, Collective Decision-making System.

Abstract: Collective decision-making systems (or ensembles) based on fuzzy logic have proven their effectiveness in a number of test and practical tasks. However, the problem of configuring the system and forming the main operators remains unsolved. In this paper is a study of the effectiveness of different sequences of applying optimization procedures for the formation of the main operators of a collective decision-making system based on fuzzy logic. The effectiveness of tuning schemes for a collective decision-making system is investigated using the problem of restoring the cryolite ratio and the content of calcium and magnesium fluorides. It is shown in the research that an effective choice of the sequence of applying optimization procedures for tuning and forming the main operators can significantly increase the overall efficiency of the system.

CC BY-NC-ND 4.0

Sign In Guest: Register as new SciTePress user now for free.

Sign In SciTePress user: please login.

PDF ImageMy Papers

You are not signed in, therefore limits apply to your IP address 3.129.247.250

In the current month:
Recent papers: 100 available of 100 total
2+ years older papers: 200 available of 200 total

Paper citation in several formats:
Polyakova, A.; Leonid, L. and Semenkin, E. (2020). Researching the Efficiency of Configurations of a Collective Decision-making System on the Basis of Fuzzy Logic. In Proceedings of the 12th International Joint Conference on Computational Intelligence (IJCCI 2020) - FCTA; ISBN 978-989-758-475-6; ISSN 2184-3236, SciTePress, pages 277-285. DOI: 10.5220/0009976602770285

@conference{fcta20,
author={Anastasiya Polyakova. and Lipinskiy Leonid. and Eugene Semenkin.},
title={Researching the Efficiency of Configurations of a Collective Decision-making System on the Basis of Fuzzy Logic},
booktitle={Proceedings of the 12th International Joint Conference on Computational Intelligence (IJCCI 2020) - FCTA},
year={2020},
pages={277-285},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0009976602770285},
isbn={978-989-758-475-6},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the 12th International Joint Conference on Computational Intelligence (IJCCI 2020) - FCTA
TI - Researching the Efficiency of Configurations of a Collective Decision-making System on the Basis of Fuzzy Logic
SN - 978-989-758-475-6
IS - 2184-3236
AU - Polyakova, A.
AU - Leonid, L.
AU - Semenkin, E.
PY - 2020
SP - 277
EP - 285
DO - 10.5220/0009976602770285
PB - SciTePress

- Science and Technology Publications, Lda.
RESOURCES

Proceedings

Papers

Authors

Ontology

CONTACTS

Science and Technology Publications, Lda
Avenida de S. Francisco Xavier, Lote 7 Cv. C,
2900-616 Setúbal, Portugal.

Phone: +351 265 520 185 (National fixed network call)
Fax: +351 265 520 186
Email: info@scitepress.org

EXTERNAL LINKS

PRIMORIS

INSTICC

SCITEVENTS

CROSSREF

PROCEEDINGS SUBMITTED FOR INDEXATION BY:

dblp

Ei Compendex

SCOPUS

Semantic Scholar

Google Scholar

Microsoft Academic