Optimization-Based Approaches to Uncertainty Analysis of Structures Using Non-Probabilistic Modeling: A Review

Response analysis of structures involving non-probabilistic uncertain parameters can be closely related to optimization. This paper provides a review on optimization-based methods for uncertainty analysis, with focusing attention on specific properties of adopted numerical optimization approaches. W...

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Bibliographic Details
Published in:	Computer modeling in engineering & sciences Vol. 143; no. 1; pp. 115 - 152
Main Authors:	Kanno, Yoshihiro, Takewaki, Izuru
Format:	Journal Article
Language:	English
Published:	Henderson Tech Science Press 2025
Subjects:	Algorithms Convexity Design optimization Design specifications Fuzzy sets Heuristic methods Integer programming Machine learning Mathematical programming Mixed integer Nonlinear programming Optimization Parameter uncertainty Probabilistic models Probability theory Random variables Semidefinite programming Uncertainty analysis
ISSN:	1526-1506, 1526-1492, 1526-1506
Online Access:	Get full text
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