Fuzzy AD

 

Description

Fuzzy arithmetic on fuzzy numbers can be used to introduce a form of uncertainty quantification into numerical computation. We compare different ways of quantifying sensitivities for fuzzy based implementations especially using adjoint methods. We also compare how a fuzzy based uncertainty quantification relates to probabilistic approaches such as Monte Carlo and first order moments estimation using Taylor expansion

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