The 2-tuple Linguistic Model : Computing with Words in Decision Making / by Luis Martínez, Rosa M. Rodriguez, Francisco Herrera.

Format:

Book

Author/Creator:

Martínez, Luis, 1970- author.

Rodriguez, Rosa M., author.

Herrera, Francisco, author.

Contributor:

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Language:

English

Subjects (All):

Natural language processing (Computer science).

Computer logic.

Natural Language Processing (NLP).

Logics and Meanings of Programs.

Local Subjects:

Natural Language Processing (NLP).

Logics and Meanings of Programs.

Physical Description:

1 online resource (XIII, 168 pages) : 35 illustrations, 18 illustrations in color

Edition:

First edition 2015.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

System Details:

text file PDF

Summary:

This book examines one of the more common and wide-spread methodologies to deal with uncertainty in real-world decision making problems, the computing with words paradigm, and the fuzzy linguistic approach. The 2-tuple linguistic model is the most popular methodology for computing with words (CWW), because it improves the accuracy of the linguistic computations and keeps the interpretability of the results. The authors provide a thorough review of the specialized literature in CWW and highlight the rapid growth and applicability of the 2-tuple linguistic model. They explore the foundations and methodologies for CWW in complex frameworks and extensions. The book introduces the software FLINTSTONES that provides tools for solving linguistic decision problems based on the 2-tuple linguistic model. Professionals and researchers working in the field of classification or fuzzy sets and systems will find The 2-tuple Linguistic Model: Computing with Words in Decision Making a valuable resource. Undergraduate and postdoctoral students studying computer science and statistics will also find this book a useful study guide.

Contents:

Linguistic Decision Making and Computing with Words

2-tuple Linguistic Model

Linguistic Approaches Based on the 2-tuple Fuzzy Linguistic Representation Model

Decision Making in Heterogeneous Context: 2-tuple Linguistic Based Approaches

Decision Making with Unbalanced Linguistic Information

Dealing with Hesitant Fuzzy Linguistic Information in Decision Making

2-tuple Linguistic Decision Based Applications

FLINTSTONES: A Fuzzy LINguiSTic decisiON tools Enhancement Suite.

Other Format:

Printed edition:

ISBN:

978-3-319-24714-4

9783319247144

Access Restriction:

Restricted for use by site license.