DocumentCode
2419252
Title
Proposals for Future Developments in Fuzzy Set Technology
Author
Seising, Rudolf
Author_Institution
Med. Univ. of Vienna, Vienna
fYear
0
fDate
0-0 0
Firstpage
1655
Lastpage
1662
Abstract
In the last 40 years, since fuzzy sets first entered the scientific and technological area, good theoretical progress (e.g. fuzzy logic, fuzzy probability theory, fuzzy topology, fuzzy algebra) has been made and technical advances in application systems (e.g. fuzzy control, fuzzy expert systems, fuzzy clustering and data mining) have emerged. Now, after these largely very revolutionary times, the theory of fuzzy sets and fuzzy application systems has become "normal" technology. What could the next step be in the evolution of fuzzy sets and soft computing? What is expected to happen in the theoretical development and its applications? The paper at hand offers a brief historical introduction to important milestones in fuzzy sets and systems. After this, we outline four scientific fields in which the theory of fuzzy sets may have good prospects: medicine and its philosophy, quantum mechanics and the philosophy of science. Finally we propose to conceptualize a network of theories of uncertainty that builds up on a basic theory of uncertainty-BUT- and consists of probability theory, quantum probability theory, fuzzy set theory and perhaps many more sophisticated theories of uncertainty.
Keywords
fuzzy set theory; fuzzy application systems; fuzzy set technology; fuzzy set theory; quantum mechanics; quantum probability theory; revolutionary times; science philosophy; uncertainty theory; Fuzzy control; Fuzzy logic; Fuzzy set theory; Fuzzy sets; Fuzzy systems; Hybrid intelligent systems; Probabilistic logic; Proposals; Quantum mechanics; Uncertainty;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2006 IEEE International Conference on
Conference_Location
Vancouver, BC
Print_ISBN
0-7803-9488-7
Type
conf
DOI
10.1109/FUZZY.2006.1681929
Filename
1681929
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