Title :
Development of interval based methods for fuzziness in continuum-mechanics
Author :
Muhanna, Rafi L. ; Mullen, Robert L.
Author_Institution :
Dept. of Civil Eng., Maryland Univ., College Park, MD, USA
Abstract :
Accounting for uncertainties in mechanics problems has previously been accomplished by probabilistic methods. Such methods can require highly repetitive computations to analyze the behavior of mathematical models. In addition, knowledge of the probability distribution of state variables is often incomplete. In this paper, a new treatment of uncertainties in continuum mechanics, based on fuzzy set theory, is introduced. Uncertainties or fuzzy numbers here-in are viewed through the concept of presumption level of the uncertainty α, α∈[0, 1], which gives an interval of confidence Aα =[a1(α), a2(α) ]. The interval approach of treating uncertainties in continuum mechanics is applied to both geometric and material uncertainties in number of examples. Results demonstrate sharp inclusion of the interval solution in comparison with the exact solutions
Keywords :
continuum mechanics; fuzzy set theory; probability; uncertainty handling; continuum mechanics; continuum-mechanics; fuzziness; fuzzy numbers; fuzzy set theory; interval based methods; interval solution; mathematical models; probabilistic methods; sharp inclusion; uncertainties; Civil engineering; Finite element methods; Fuzzy set theory; Fuzzy sets; Performance analysis; Possibility theory; Probability density function; Reliability engineering; Systems engineering and theory; Uncertainty;
Conference_Titel :
Uncertainty Modeling and Analysis, 1995, and Annual Conference of the North American Fuzzy Information Processing Society. Proceedings of ISUMA - NAFIPS '95., Third International Symposium on
Conference_Location :
College Park, MD
Print_ISBN :
0-8186-7126-2
DOI :
10.1109/ISUMA.1995.527780