Human Health Risk Assessment via Amalgamation of Probability and Fuzzy Numbers

P. Dutta
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Abstract

This chapter presents an approach to combine probability distributions with imprecise (fuzzy numbers) parameters (mean and standard deviation) as well as fuzzy numbers (FNs) of various types and shapes within the same framework. The amalgamation of probability distribution and fuzzy numbers are done by generating three algorithms. Human health risk assessment is performed through the proposed algorithms. It is found that the chapter provides an exertion to perform human health risk assessment in a specific manner that has more efficacies because of its capacity to exemplify uncertainties of risk assessment model in its own fashion. It affords assistance to scientists, environmentalists, and experts to perform human health risk assessment providing better efficiency to the output.
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基于概率与模糊数融合的人类健康风险评价
本章提出了一种在同一框架内将概率分布与不精确(模糊数)参数(均值和标准差)以及各种类型和形状的模糊数(FNs)结合起来的方法。通过生成三种算法实现了概率分布与模糊数的合并。通过提出的算法进行人类健康风险评估。发现本章提供了一种以特定方式进行人类健康风险评估的努力,由于它能够以自己的方式举例说明风险评估模型的不确定性,因此更有效。它帮助科学家、环保主义者和专家进行人类健康风险评估,从而提高产出效率。
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