"Extreme Distributions on Intervals" by Monchaya Chiangpradit, Wararit Panichkitkosolkul et al.

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Departmental Technical Reports (CS)

Extreme Distributions on Intervals

Monchaya Chiangpradit, King Mongkut's Institute of Technology North Bangkok
Wararit Panichkitkosolkul, King Mongkut's Institute of Technology North Bangkok
Hung T. Nguyen, New Mexico State University - Main CampusFollow
Vladik Kreinovich, The University of Texas at El PasoFollow

Publication Date

9-2011

Comments

Technical Report: UTEP-CS-10-60b

To appear in Computational Technologies.

Abstract

One of the main tasks of interval computation is to analyze situations in which we only know the lower and upper bounds on the desired quantity, i.e., we only know an interval that contains this quantity. One of the objectives of such analysis is to make decisions. According to decision theory, a consistent decision making procedure is equivalent to assigning probabilities to different values within each interval. Thus, we arrive at the problem of describing a natural probability distribution on an interval. In this paper, we describe such a distribution for the practically important case of the "weakest link" arrangement, when the collapse of each link is catastrophic for a system. This situation occurs in fracture mechanics, when a fracture in one of the areas makes the whole plane inoperable, in economics, when the collapse of one large bank or one country can have catastrophic consequences, etc.

tr10-60.pdf (82 kB)
Original file: CS-UTEP-10-60
tr10-60a.pdf (88 kB)
First updated version: CS-UTEP-10-60a

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