Advanced concepts in fuzzy logic and systems with membership uncertainty:
<p>This book generalizes fuzzy logic systems for different types of uncertainty, including</p><p>- semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions</p><p>- lack of attributes or granularity arising from discretiz...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Berlin [u.a.]
Springer
2013
|
| Schriftenreihe: | Studies in fuzziness and soft computing
284 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHA01 FHI01 FHN01 FHR01 FKE01 FWS01 UBY01 Volltext Inhaltsverzeichnis Abstract |
| Zusammenfassung: | <p>This book generalizes fuzzy logic systems for different types of uncertainty, including</p><p>- semantic ambiguity resulting from limited perception or lack of knowledge about exact membership functions</p><p>- lack of attributes or granularity arising from discretization of real data</p><p>- imprecise description of membership functions</p><p>- vagueness perceived as fuzzification of conditional attributes.</p><p>Consequently, the membership uncertainty can be modeled by combining methods of conventional and type-2 fuzzy logic, rough set theory and possibility theory.</p><p> </p><p>In particular, this book provides a number of formulae for implementing the operation extended on fuzzy-valued fuzzy sets and presents some basic structures of generalized uncertain fuzzy logic systems, as well as introduces several of methods to generate fuzzy membership uncertainty. It is desirable as a reference book for under-graduates in higher education, master and doctor graduates in the courses of computer science, computational intelligence, or fuzzy control and classification, and is especially dedicated to researchers and practitioners in industry. </p><p> </p> |
| Beschreibung: | Uncertainty in Fuzzy Sets -- Algebraic Operations on Fuzzy Valued Fuzzy Sets -- Defuzzification of Uncertain Fuzzy Sets -- Generalized Uncertain Fuzzy Logic Systems -- Uncertainty Generation in Uncertain Fuzzy Logic Systems -- Designing Uncertain Fuzzy Logic Systems |
| Beschreibung: | 1 Online-Ressource (XII, 307 p. 97 illus) |
| ISBN: | 9783642295201 |
| DOI: | 10.1007/978-3-642-29520-1 |
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Datensatz im Suchindex
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| adam_text | ADVANCED CONCEPTS IN FUZZY LOGIC AND SYSTEMS WITH MEMBERSHIP UNCERTAINTY
/ STARCZEWSKI, JANUSZ T.
: 2013
TABLE OF CONTENTS / INHALTSVERZEICHNIS
UNCERTAINTY IN FUZZY SETS
ALGEBRAIC OPERATIONS ON FUZZY VALUED FUZZY SETS
DEFUZZIFICATION OF UNCERTAIN FUZZY SETS
GENERALIZED UNCERTAIN FUZZY LOGIC SYSTEMS
UNCERTAINTY GENERATION IN UNCERTAIN FUZZY LOGIC SYSTEMS
DESIGNING UNCERTAIN FUZZY LOGIC SYSTEMS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
ADVANCED CONCEPTS IN FUZZY LOGIC AND SYSTEMS WITH MEMBERSHIP UNCERTAINTY
/ STARCZEWSKI, JANUSZ T.
: 2013
ABSTRACT / INHALTSTEXT
THIS BOOK GENERALIZES FUZZY LOGIC SYSTEMS FOR DIFFERENT TYPES OF
UNCERTAINTY, INCLUDING - SEMANTIC AMBIGUITY RESULTING FROM LIMITED
PERCEPTION OR LACK OF KNOWLEDGE ABOUT EXACT MEMBERSHIP FUNCTIONS - LACK
OF ATTRIBUTES OR GRANULARITY ARISING FROM DISCRETIZATION OF REAL DATA -
IMPRECISE DESCRIPTION OF MEMBERSHIP FUNCTIONS - VAGUENESS PERCEIVED AS
FUZZIFICATION OF CONDITIONAL ATTRIBUTES. CONSEQUENTLY, THE MEMBERSHIP
UNCERTAINTY CAN BE MODELED BY COMBINING METHODS OF CONVENTIONAL AND
TYPE-2 FUZZY LOGIC, ROUGH SET THEORY AND POSSIBILITY THEORY.
IN PARTICULAR, THIS BOOK PROVIDES A NUMBER OF
FORMULAE FOR IMPLEMENTING THE OPERATION EXTENDED ON FUZZY-VALUED FUZZY
SETS AND PRESENTS SOME BASIC STRUCTURES OF GENERALIZED UNCERTAIN FUZZY
LOGIC SYSTEMS, AS WELL AS INTRODUCES SEVERAL OF METHODS TO GENERATE
FUZZY MEMBERSHIP UNCERTAINTY. IT IS DESIRABLE AS A REFERENCE BOOK FOR
UNDER-GRADUATES IN HIGHER EDUCATION, MASTER AND DOCTOR GRADUATES IN THE
COURSES OF COMPUTER SCIENCE, COMPUTATIONAL INTELLIGENCE, OR FUZZY
CONTROL AND CLASSIFICATION, AND IS ESPECIALLY DEDICATED TO RESEARCHERS
AND PRACTITIONERS IN INDUSTRY.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Starczewski, Janusz T. |
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| discipline | Informatik |
| doi_str_mv | 10.1007/978-3-642-29520-1 |
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| series2 | Studies in fuzziness and soft computing |
| spellingShingle | Starczewski, Janusz T. Advanced concepts in fuzzy logic and systems with membership uncertainty Studies in fuzziness and soft computing Ingenieurwissenschaften Engineering Computer simulation Engineering design Fuzzy-Logik Typ 2 (DE-588)7615986-3 gnd Fuzzy-Logik (DE-588)4341284-1 gnd |
| subject_GND | (DE-588)7615986-3 (DE-588)4341284-1 |
| title | Advanced concepts in fuzzy logic and systems with membership uncertainty |
| title_auth | Advanced concepts in fuzzy logic and systems with membership uncertainty |
| title_exact_search | Advanced concepts in fuzzy logic and systems with membership uncertainty |
| title_full | Advanced concepts in fuzzy logic and systems with membership uncertainty Janusz T. Starczewski |
| title_fullStr | Advanced concepts in fuzzy logic and systems with membership uncertainty Janusz T. Starczewski |
| title_full_unstemmed | Advanced concepts in fuzzy logic and systems with membership uncertainty Janusz T. Starczewski |
| title_short | Advanced concepts in fuzzy logic and systems with membership uncertainty |
| title_sort | advanced concepts in fuzzy logic and systems with membership uncertainty |
| topic | Ingenieurwissenschaften Engineering Computer simulation Engineering design Fuzzy-Logik Typ 2 (DE-588)7615986-3 gnd Fuzzy-Logik (DE-588)4341284-1 gnd |
| topic_facet | Ingenieurwissenschaften Engineering Computer simulation Engineering design Fuzzy-Logik Typ 2 Fuzzy-Logik |
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