Titlebook: Design Optimization Under Uncertainty; Weifei Hu Textbook 2023 The Editor(s) (if applicable) and The Author(s), under exclusive license to

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Pierre Journeau,Nicolas Moh-Elloing process. In addition, this chapter discusses the weight decision strategies for assigning weights between the evaluation metrics of global exploration and local exploitation. Finally, a new adaptive sampling method for surrogate modeling is illustrated based on Voronoi tessellation and a dynamic weight decision strategy.

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Solid Mechanics and Its Applications-based methods are particularly explained, including confidence-based adaptive extreme response surface method, equivalent stochastic process transformation method, instantaneous response surface method t-IRS, and surrogate-based time-dependent reliability analysis.

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Surrogate Modeling,ing process. In addition, this chapter discusses the weight decision strategies for assigning weights between the evaluation metrics of global exploration and local exploitation. Finally, a new adaptive sampling method for surrogate modeling is illustrated based on Voronoi tessellation and a dynamic weight decision strategy.

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Time-Dependent Reliability Analysis,-based methods are particularly explained, including confidence-based adaptive extreme response surface method, equivalent stochastic process transformation method, instantaneous response surface method t-IRS, and surrogate-based time-dependent reliability analysis.

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