Transfer-stable aggregation functions: Applications, challenges, and emerging trends

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F23%3A63561738" target="_blank" >RIV/70883521:28140/23:63561738 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.sciencedirect.com/science/article/pii/S2772662223000504?via%3Dihub" target="_blank" >https://www.sciencedirect.com/science/article/pii/S2772662223000504?via%3Dihub</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1016/j.dajour.2023.100210" target="_blank" >10.1016/j.dajour.2023.100210</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Transfer-stable aggregation functions: Applications, challenges, and emerging trends

Popis výsledku v původním jazyce

The original transfer-stable aggregation functions generalized the arithmetic means to finite chains. The idea of applying these functions was later demonstrated by purchasing several products depending on the quality and price of the products. This paper aims to continue this idea and show other possible applications of transfer-stable aggregation functions. We identify several concerns in various applications and present possible remedies to address these concerns. We show different types of lattices could be used to compile the assignment of a given application problem. Based on this finding, we can very effectively divide the products into so-called qualitative classes. We conclude that distance-stable lattices are most effective in these applications. Moreover, we also show that the classes better reflect reality using these lattices.

Název v anglickém jazyce

Transfer-stable aggregation functions: Applications, challenges, and emerging trends

Popis výsledku anglicky

The original transfer-stable aggregation functions generalized the arithmetic means to finite chains. The idea of applying these functions was later demonstrated by purchasing several products depending on the quality and price of the products. This paper aims to continue this idea and show other possible applications of transfer-stable aggregation functions. We identify several concerns in various applications and present possible remedies to address these concerns. We show different types of lattices could be used to compile the assignment of a given application problem. Based on this finding, we can very effectively divide the products into so-called qualitative classes. We conclude that distance-stable lattices are most effective in these applications. Moreover, we also show that the classes better reflect reality using these lattices.

Druh

J_SC - Článek v periodiku v databázi SCOPUS

CEP obor

—

OECD FORD obor

10102 - Applied mathematics

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2023

Kód důvěrnosti údajů

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

Název periodika

Decision Analytics Journal

ISSN

2772-6622

e-ISSN

2772-6622

Svazek periodika

2023

Číslo periodika v rámci svazku

7

Stát vydavatele periodika

US - Spojené státy americké

Počet stran výsledku

16

Strana od-do

1-16

Kód UT WoS článku

—

EID výsledku v databázi Scopus

2-s2.0-85151407807