A Decision-Making Framework for Multi-Objective Transportation Problem Using Fully Triangular Intuitionistic Fuzzy Sets

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27230%2F25%3A10258371" target="_blank" >RIV/61989100:27230/25:10258371 - isvavai.cz</a>

Výsledek na webu

<a href="https://www.webofscience.com/wos/woscc/full-record/WOS:001534263200002" target="_blank" >https://www.webofscience.com/wos/woscc/full-record/WOS:001534263200002</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1007/s44196-025-00915-3" target="_blank" >10.1007/s44196-025-00915-3</a>

Jazyk výsledku

angličtina

Název v původním jazyce

A Decision-Making Framework for Multi-Objective Transportation Problem Using Fully Triangular Intuitionistic Fuzzy Sets

Popis výsledku v původním jazyce

In this paper, we propose a fully triangular intuitionistic fuzzy number model for the multi-objective transportation problem that successfully manages ambiguity and hesitation in decision making. To provide a reliable transportation plan in the case of unpredictability, the suggested methodology uses a multi-objective optimization framework that strikes a balance between cost, time and reliability. A significant component of this study is the weight assignment and multiple decision levels, which enables decision makers to rank goals and customize solutions according to specific transportation needs. This technique makes decision making easier while also provides flexibility in dealing with difficult real-world situations. Furthermore, we compare our proposed model with other approaches that are currently in use, such as the intuitionistic fuzzy approach and the goal programming approach. According to the outcomes, our model provides a more effective and realistic transportation strategy by offering a more balanced trade-off between cost, time and reliability. A numerical example is provided to illustrate the efficacy of the method, showing how combining centre, expected, and ranking values increases solution accuracy and decision reliability while providing a systematic way of comparing and defuzzifying fuzzy numbers.

Název v anglickém jazyce

A Decision-Making Framework for Multi-Objective Transportation Problem Using Fully Triangular Intuitionistic Fuzzy Sets

Popis výsledku anglicky

In this paper, we propose a fully triangular intuitionistic fuzzy number model for the multi-objective transportation problem that successfully manages ambiguity and hesitation in decision making. To provide a reliable transportation plan in the case of unpredictability, the suggested methodology uses a multi-objective optimization framework that strikes a balance between cost, time and reliability. A significant component of this study is the weight assignment and multiple decision levels, which enables decision makers to rank goals and customize solutions according to specific transportation needs. This technique makes decision making easier while also provides flexibility in dealing with difficult real-world situations. Furthermore, we compare our proposed model with other approaches that are currently in use, such as the intuitionistic fuzzy approach and the goal programming approach. According to the outcomes, our model provides a more effective and realistic transportation strategy by offering a more balanced trade-off between cost, time and reliability. A numerical example is provided to illustrate the efficacy of the method, showing how combining centre, expected, and ranking values increases solution accuracy and decision reliability while providing a systematic way of comparing and defuzzifying fuzzy numbers.

Druh

J_imp - Článek v periodiku v databázi Web of Science

CEP obor

—

OECD FORD obor

20300 - Mechanical engineering

Projekt

—

Návaznosti

S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2025

Kód důvěrnosti údajů

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

Název periodika

International Journal of Computational Intelligence Systems

ISSN

1875-6891

e-ISSN

1875-6883

Svazek periodika

18

Číslo periodika v rámci svazku

1

Stát vydavatele periodika

FR - Francouzská republika

Počet stran výsledku

29

Strana od-do

nestránkováno

Kód UT WoS článku

001534263200002

EID výsledku v databázi Scopus

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