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Coping with Uncertainty - Modeling and Policy Issues (Paperback, 2006 ed.)
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Coping with Uncertainty - Modeling and Policy Issues (Paperback, 2006 ed.)
Series: Lecture Notes in Economics and Mathematical Systems, 581
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Ongoing global changes bring fundamentally new scientific problems
requiring
new concepts and tools. A key issue concerns a vast variety of
practically
irreducible uncertainties, which challenge our traditional models
and require
new concepts and analytical tools. The uncertainty critically
dominates, e.g.,
the climate change debates. In short, the dilemma is concerned with
enormous
costs vs. massive uncertainties of potential extreme impacts.
Traditional scientific approaches usually rely on real observations
and
experiments. Yet no sufficient observations exist for new problems,
and "pure"
experiments and learning by doing may be very expensive, dangerous,
or
simply impossible. In addition, available historical observations
are contaminated
by actions, policies. The complexity of new problems does not allow
to achieve
enough certainty by increasing the resolution of models or by
bringing in more links.
Hence, new tools for modeling and management of uncertainty are
needed, as given
in this book which was prepared for an interdisciplinary audience,
and addresses open
problems, limitations of known approaches, novel methods and
techniques, or lessons
from the applications of various approaches. Thus, the book
contributes to a better
understanding between practitioners dealing with the management of
uncertainty, and
scientists working on either corresponding modeling approaches that
can be applied for
improving understanding or management of uncertainty.
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