Fuzzy Set: 1965 … Fuzzy Logic: 1973 …
BISC: 1990 … New Direction: 2000 - ….
Welcome to
the BISC Program
BISC Special Event 2005FORGING NEW FRONTIERS40th of Fuzzy Pioneers (1965-2005) |
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BISC Program The basic
ideas underlying soft computing in its current incarnation have links to many
earlier influences, among them Prof. Zadeh’s 1965
paper on fuzzy sets; the 1973 paper on the
analysis of complex systems and decision processes; the 1976 paper on fuzzy-algorithmic approach, and
the 1979 report (1981 paper) on possibility theory and soft data analysis. BISC Program
is the world-leading center for basic and applied research in soft computing.
The principal constituents of soft computing (SC) are fuzzy logic (FL),
neural network theory (NN) and probabilistic reasoning (PR), with the latter
subsuming belief networks, evolutionary computing including DNA computing,
chaos theory and parts of learning theory. Some of the most striking
achievements of BISC Program are: fuzzy reasoning
(set and logic), new soft computing algorithms making intelligent,
semi-unsupervised use of large quantities of complex data, uncertainty analysis, perception-based
decision analysis and decision support systems for risk analysis and
management, computing with words, computational theory of perception (CTP), and precisiated natural language (PNL). Fuzzy sets, Inf. Control 8, 338-353, 1965. Toward a Generalized Theory of Uncertainty (GTU)—An Outline, Information Sciences, 2005. A Glimpse into the Future The
successful applications of soft computing and the rapid growth of BISC
suggest that the impact of soft computing will be felt increasingly in coming
years. Soft computing is likely to play an especially important role in
science and engineering, but eventually its influence may extend much
farther. In many ways, soft computing represents a significant paradigm shift
in the aims of computing - a shift which reflects the fact that the human
mind, unlike present day computers, possesses a remarkable ability to store
and process information which is pervasively imprecise, uncertain and lacking
in categoricity. In this perspective, what is important about BISC is that it
provides a platform for the advancement of soft computing - a platform which
lowers barriers between the constituents of soft computing and facilitates
international cooperation on a global scale. |
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