Analysis on fuzzy risk of landfall typhoon in Zhejiang province of China

台风 登陆 中国 模糊逻辑 气象学 计算机科学 地理 热带气旋 人工智能 考古
作者
Feng Lu,Guangchun Luo
出处
期刊:Mathematics and Computers in Simulation [Elsevier]
卷期号:79 (11): 3258-3266 被引量:20
标识
DOI:10.1016/j.matcom.2008.12.022
摘要

The simplest way to perform a fuzzy risk assessment is to calculate the fuzzy expected value and convert fuzzy risk into non-fuzzy risk, i.e. a crisp value. In doing so, there is a transition from a fuzzy set to crisp set. Therefore, the first step is to define an @a level value, and then select the elements x with a subordinate degree A(x)>[email protected] The higher the value of @a, the lower the degree of uncertainty-the probability is closer to its true value. The lower the value of @a, the higher the degree of uncertainty-this results in a lower probability serviceability. The possibility level @a is dependent on technical conditions and knowledge. A fuzzy expected value of the possibility-probability distribution is a set with E_@a(x) and [email protected]?@a(x) as its boundaries. The fuzzy expected values E_@a(x) and [email protected]?@a(x) of a possibility-probability distribution represent the fuzzy risk values being calculated. Therefore, we can obtain a conservative risk value, a venture risk value and a maximum probability risk value. Under such an @a level, three risk values can be calculated. As @a adopts all values throughout the set [0,1], it is possible to obtain a series of risk values. Therefore, the fuzzy risk may be a multi-valued risk or set-valued risk. Calculation of the fuzzy expected value of landfall typhoon risk in Zhejiang province has been performed based on the interior-outer set model. Selection of an @a value depends on the confidence in different groups of people, while selection of a conservative risk value or venture risk value depends on the risk preference of these people.
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