E-Book (pdf) Linguistic Decision Making von Yucheng Dong, Jiuping Xu
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This book proposes a novel CWW model to personalize individual semantics in linguistic decision making, based on two new concepts: numerical scale and consistency-driven methodology. The numerical scale model provides a unified framework to connect different linguistic symbolic computational models for CWW, and the consistency-driven methodology customizes individuals' semantics to support linguistic group decision making by setting personalized numerical scales. The book is a valuable resource for researchers and postgraduates who are interested in CWW in linguistic decision making.



Autorentext
Yucheng Dong is a Professor at the Business School of Sichuan University, China. His current research interests include linguistic decision making, group decision making, opinion dynamics, social network decision making. He is the author or coauthor of over 90 refereed articles published in international journals, a member of the editorial board of Information Fusion and the area editor of Computers and Industrial Engineering.

Jiuping Xu is a Cheung Kong Professor at the Business School of Sichuan University, China. He has published over 40 books, and he is the author or coauthor of more than 200 refereed articles published in international journals. Dr. Xu is the President of the International Society for Management Science and Engineering Management, and the Editor-in-Chief of the International Journal of Management Science and Engineering Management.


Inhalt
1Introduction
1.1Computing with words in decision making
1.2Linguistic symbolic computational models
1.2.1The 2-tuple linguistic model
1.2.2The proportional 2-tuple linguistic model
1.2.3Linguistic hierarchy
1.2.4Hesitant linguistic term set
1.3A core problem in linguistic decision making
References
2Numerical scale model
2.1Numerical scale
2.1.1The definition of numerical scale
2.1.2Interval numerical scale
2.2Linguistic computational model
2.2.1Linguistic computational framework
2.2.2Linguistic aggregation
2.2.3Illustrative example
2.3Setting the interval numerical scale based on IT2 FSs
2.3.1Generalizing the Wang and Hao model
2.3.2Comparative study
References
3A unified framework
3.1Connecting numerical scale model to linguistic hierarchy
3.1.1Definition of unbalanced linguistic term sets
3.1.2The revised retranslation process in linguistic hierarchy
3.1.3Equivalence between numerical scale model and linguistic hierarchy
3.2Hesitant unbalanced linguistic information
3.2.1Possibility degree formulas
3.2.2Unbalanced hesitant linguistic aggregation
References
4Consistency of interval-like reciprocal preference relations
4.1Consistency of interval-valued reciprocal preference relations
4.1.1Interval-valued reciprocal preference relations
4.1.2Average-case consistency measure
4.1.3Average-case consistency improving method
4.2Consistency of hesitant linguistic preference relations
4.2.1Hesitant linguistic preference relations
4.2.2Interval consistency measure
4.2.3Interval consistency measure VS Normalization method
4.2.4Connection among ICI, NCI, and ACI
References
5Consistency-driven methodology
5.1Personalized individual semantics in linguistic term sets
5.1.1Consistency-driven methodology to set personalized interval numerical scales
5.1.2A CWW framework with PISs
5.2Personalized individual semantics in hesitant linguistic contexts  
5.2.1Personalizing hesitant individual semantics
5.2.2Numerical examples and analysis
5.2.3Discussion: Advantages and limitations
References
6Applications in various decision problems
6.1The analytic hierarchy process
6.1.1Basic knowledge
6.1.2The framework of the AHP with PISs
6.1.3Consistency-driven methodology to deal with PISs
6.1.4Personalized AHP interval numerical scales
6.2Consensus model in linguistic GDM problem
6.2.1A GDM framework with PISs
6.2.2Consensus reaching process
6.3MAGDM with linguistic preference information on alternatives
6.3.1MAGDM with numerical preference information
6.3.2A PIS based MAGDM framework
6.3.3Obtaining the individual numerical scales with PISs
6.3.4Numerical and simulation analysis
References
Titel
Linguistic Decision Making
Untertitel
Numerical Scale Model and Consistency-Driven Methodology
Autor
Yucheng Dong
Jiuping Xu
EAN
9789811329166
Format
E-Book (pdf)
Hersteller
Springer Nature Singapore
Genre
Allgemeine und Vergleichende Sprachwissenschaft
Veröffentlichung
11.12.2018
Digitaler Kopierschutz
Wasserzeichen
Dateigrösse
5.72 MB
Anzahl Seiten
209