Type-2 fuzzy sets and systems have emerged during the past decade as major areas within the general field of fuzzy sets and systems. This is because they are a natural next step in the progression of general research about fuzzy sets and systems and because many applications that use type-2 fuzzy sets have already demonstrated significant performance improvements over using type-1 fuzzy sets.
During the past decade most of the work that used type-2 fuzzy sets and systems focused on the simplest kinds of such sets and system, namely interval type-2 fuzzy sets (also known as interval-valued fuzzy sets) and interval type-2 fuzzy logic systems. Recently, however, important advances have been made in the theory of general type-2 fuzzy sets and systems. Type-2 fuzzy sets also are important for computing with words, because words mean different things to different people and such linguistic uncertainty can be modeled using type-2 fuzzy sets.
The aim of this special issue is to highlight the most significant recent developments - advances - on the topics of type-2 fuzzy sets and systems, to identify the most recent research directions, and to publicize this area to a wider audience.
II. TOPICS COVERED
Authors are invited to submit their original and unpublished work in the areas including (but not limited to) the following (note that "type-2" includes interval type-2/interval-valued and general type-2):
- Theoretical studies of current type-2 paradigms and algorithms
- evelopments of new type-2 paradigms and algorithms
- Convincing applications of type-2 fuzzy logic
- Type-2 fuzzy logic control
- Type-2 classification/clustering
- Type-2 for computing with words
- Quantitative comparisons of type-2 and type-1 fuzzy systems
- Type-2 uncertainty measures
- Optimization under type-2 constraints
- Optimization of Type-2 fuzzy systems
- Learning type-2 fuzzy systems
- Adaptive type-2 fuzzy systems
III. IMPORTANT DATES
- April 30, 2012: Submission deadline
- July 31, 2012: Notification of the first-round review
- October15, 2012: Revised submission due
- January15, 2013: Final notice of acceptance/reject
- March 15, 2013: Final manuscript
IV. SUBMISSION
Manuscripts should be prepared according to the instructions of the "Information for Authors" section of the journal found at (http://ieee-cis.org/pubs/tfs/
V. GUEST EDITORS
Jerry M. Mendel
Ming Hsieh Department of Electrical Engineering
University of Southern California
3740 McClintock Ave,
Los Angeles, CA 90089-2564
Tel: (213) 740-4445
Email: mendel@sipi.usc.edu
Robert I. John
Director of Centre for Computational Intelligence
De Montfort University
Room Gateway 4.58D,
The Gateway, Leicester, LE1 9BH
United Kingdom
Tel: (44) 116 2078491
Email:rij@dmu.ac.uk
Hani Hagras
The Computational Intelligence Centre
School of Computer Science and Electronic Engineering
University of Essex
Wivenhoe Park
Colchester CO4 3SQ
England, UK
Tel: + 44 1206 873601
Email: hani@essex.ac.uk
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