Decision Making under Severe Uncertainties for Flood Risk Management: a Case Study of Info-gap Robustness Analysis

نویسندگان

  • JIM W. HALL
  • HAMISH HARVEY
چکیده

Flood risk analysis is subject to uncertainties, often severe, which have the potential to undermine engineering decisions. This is particularly true in strategic planning, which requires appraisal over long periods of time. Traditional economic appraisal techniques largely ignore this uncertainty, preferring to use a precise measure of performance, which affords the possibility of unambiguously ranking options in order of preference. In this paper we describe an experimental application of information-gap theory, or info-gap for short to a flood risk management decision. Info-gap is a quantified non-probabilistic theory of robustness. It provides a means of examining the sensitivity of a decision to uncertainty. Rather than simply presenting a range of possible values of performance, info-gap explores how this range grows as uncertainty increases. This allows considerably greater opportunity for insight into the behaviour of our model of option performance. The information generated may be of use in improving the model, refining the options, or justifying the selection of one option over the others in the absence of an unambiguous rank order. Secondly, we demonstrate the possibility of exploring the value of waiting until improved knowledge becomes available by constructing options that explicitly model this possibility.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Risk Analysis 101 : Fooled by local robustness . . . again ! ∗

It is remarkable to what length some risk analysts would go to argue for the use of info-gap’s robustness model (circa 2000) as a tool for decision-making under severe uncertainty. This is remarkable because this model is a re-invented version of a model of local robustness known universally as the Radius of Stability model (circa 1960), which in turn is a simple instance of Wald’s famous Maxim...

متن کامل

Considering the Info-gap Approach to Robust Decisions under Severe Uncertainty in the Context of Environmentally Benign Design

Information-Gap Decision Theory (IGDT), an approach to robust decision making under severe uncertainty, is considered in the context of a simple life cycle engineering example. IGDT offers a path to a decision in the class of problems where only a nominal estimate is available for some uncertain life cycle variable that affects performance, and where there is some unknown amount of discrepancy ...

متن کامل

Risk Analysis 101 : Robust - Optimization — the elephant in the robust - satisficing room ∗

In 2001, info-gap decision theory re-invented the then 40-year old model of local robustness, known universally as radius of stability (circa 1960). Since then, this model of local robustness has been promoted by info-gap scholars as a reliable tool for the management of a severe uncertainty that is characterized by a vast (e.g. unbounded) uncertainty space, a poor point estimate of the uncerta...

متن کامل

Supporting Fisheries Management by Means of Complex Models: Can We Point out Isles of Robustness in a Sea of Uncertainty?

Ecosystems are usually complex, nonlinear and strongly influenced by poorly known environmental variables. Among these systems, marine ecosystems have high uncertainties: marine populations in general are known to exhibit large levels of natural variability and the intensity of fishing efforts can change rapidly. These uncertainties are a source of risks that threaten the sustainability of both...

متن کامل

Decision making in an uncertain world: information-gap modeling in water resources management

Information-gap (info-gap) modeling is put forth as a basic approach for enhancing decision making under uncertainty, especially when there is a high level of uncertainty and little information is available. The great need for having realistic techniques for describing severe uncertainty can be illustrated in water resources management by pointing out the wide range of uncertainties present in ...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2008