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.
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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.
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Provides a detailed overview of the 2-tuple fuzzy linguistic representation and its extensions Introduces the software FLINTSTONES that provides tools for solving linguistic decision problems based on the 2-tuple linguistic model Includes a compendium of applications where the 2-tuple fuzzy linguistic model has been used and how it can inspire other future applications in very different fields
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Produktdetaljer
ISBN
9783319247120
Publisert
2015-12-18
Utgiver
Vendor
Springer International Publishing AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet