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Plenary Lecture
Use of Uncertainty in Decision-Making
Professor Shinya Kikuchi
Charles E. Via Jr. Professor of Civil and Environmental Engineering
Virginia Tech
USA
Abstract:
Uncertainty has become an increasing popular subject of analysis in all
fields of natural and human sciences today. Traditionally, uncertainty
has been considered as something of a nuisance. The prevailing thinking
has been that uncertainty is something to be removed by assumptions, and
that the problem environment should be made to a well-defined situation
first. Uncertainty, however, is part of our living environment, and it
allows us to explore possibilities and challenges our potentials. This
presentation looks at two general views about uncertainty, ambiguity and
vagueness, and organizes the available theories first. It then presents
a decision-making situation, in which each stakeholder presents the
desire graphically, and the decision is made to maximize the least-satisfied
stakeholder's desire, an egalitarian approach to decision. In this
process, the uncertainty of the desire of the stakeholders is
represented graphically, and the graphs become the means of
communication among them. This approach turned out to be a bottom-up
decision process, which preserves and uses the uncertainty of the
expression of desires as much as possible in the process. This may be a
useful approach in today's complex environment of decision-making.
Brief Biography of the Speaker:
Dr. Kikuchi is the Charles E. Via Jr. Professor in the Via Department of
Civil and Environmental Engineering of Virginia Tech. Dr. Kikuchi came
to Virginia Tech in 2005 from the University of Delaware, where he was a
professor of transportation engineering/planning for 23 years. He was
also employed by Transportation Development Associates and General
Motors Corporation prior to his academic career. He received his BS and
MS degrees from Hokkaido University, Japan, and a Ph.D. in Civil and
Urban Engineering from the University of Pennsylvania. Dr. Kikuchi's
primary areas of interest are urban transportation planning, urban
public transportation systems, highway geometric design and operations,
transportation data handling, and logistics. For the past 15years, he
has focused his interest in incorporating treatment of uncertainty in
the analysis of transportation planning and design. Many of his research
projects deal with incomplete data, approximate reasoning, and
multi-objective optimization under incomplete causal knowledge. He is
the director of the Civil and Environmental Engineering Program of
Virginia Tech in the National Capital Region. He is the chair of TRB's
Artificial Intelligence and Advanced Computation Applications Committee.
He is also the co-founder of Annual Helsinki Summer School of
Transportation.
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