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Reliability-Based Design Optimization on Qualitative Objective With Limited Information
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reliability-based design optimization (RBDO) algorithms typically assume a designer's prior knowledge of the objective function along with its explicit mathematical formula and the probability distributions of random design ...
Employing Knowledge on Causal Relationship to Assist Multidisciplinary Design Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: With the increasing design dimensionality, it is more difficult to solve multidisciplinary design optimization (MDO) problems. Many MDO decomposition strategies have been developed to reduce the dimensionality. Those ...
Optimization on Metamodeling Supported Iterative Decomposition
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The recently developed metamodelbased decomposition strategy relies on quantifying the variable correlations of blackbox functions so that highdimensional problems are decomposed to smaller subproblems, before performing ...