The LTOPSIS: An alternative to TOPSIS decision-making approach for linguistic variables

被引:51
作者
Cables, Elio [3 ]
Socorro Garcia-Cascales, M. [1 ,2 ]
Teresa Lamata, M. [1 ]
机构
[1] Univ Politecn Cartagena, Dpto Elect Tecnol Comp & Proyectos, Murcia, Spain
[2] Univ Granada, Dpto Ciencias Computac & Inteligencia Artificial, E-18071 Granada, Spain
[3] Univ Holguin, Dpto Informat, Oscar Lucero Moya, Holguin, Cuba
关键词
TOPSIS method; Fuzzy numbers; Linguistic variables; FUZZY TOPSIS; SELECTION; MODEL; LOCATION; VIKOR;
D O I
10.1016/j.eswa.2011.07.119
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper develops an evaluation approach based on the Technique for Order Performance by Similarity to Ideal Solution (TOPSIS). When the input for a decision process is linguistic, it can be understood that the output should also be linguistic. For that reason, in this paper we propose a modification of the TOPSIS algorithm which develops the above idea and which can also be used as a linguistic classifier. In this new development, modifications to the classic algorithm have been considered which enable linguistic outputs and which can be checked through the inclusion of an applied example to demonstrate the goodness of the new model proposed. (C) 2011 Elsevier Ltd. All rights reserved.
引用
收藏
页码:2119 / 2126
页数:8
相关论文
共 50 条
[11]   Selecting plant location via a fuzzy TOPSIS approach [J].
Chu, TC .
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2002, 20 (11) :859-864
[12]   Facility location selection using fuzzy TOPSIS under group decisions [J].
Chu, TC .
INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2002, 10 (06) :687-701
[13]   ON AGGREGATION OPERATIONS OF LINGUISTIC LABELS [J].
DELGADO, M ;
VERDEGAY, JL ;
VILA, MA .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1993, 8 (03) :351-370
[14]   LINGUISTIC DECISION-MAKING MODELS [J].
DELGADO, M ;
VERDEGAY, JL ;
VILA, MA .
INTERNATIONAL JOURNAL OF INTELLIGENT SYSTEMS, 1992, 7 (05) :479-492
[15]  
Dubois D.J., 1980, Fuzzy sets and systems: theory and applications
[16]   Performance evaluation of Turkish cement firms with fuzzy analytic hierarchy process and TOPSIS methods [J].
Ertugrul, Irfan ;
Karakasoglu, Nilsen .
EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (01) :702-715
[17]   A method for group decision-making based on multi-granularity uncertain linguistic information [J].
Fan, Zhi-Ping ;
Liu, Yang .
EXPERT SYSTEMS WITH APPLICATIONS, 2010, 37 (05) :4000-4008
[18]  
Garcia-Cascales M. S., 2007, ADV SOFT COMPUTING S, V41, P19
[19]  
Garcia-Cascales M. S., J INTELLIGE IN PRESS
[20]   Solving a decision problem with linguistic information [J].
Garcia-Cascales, M. Socorro ;
Lamata, M. Teresa .
PATTERN RECOGNITION LETTERS, 2007, 28 (16) :2284-2294