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RISMode-Pursuing Sampling Method Using Discriminative Coordinate Perturbation for High-Dimensional Expensive Black-Box Optimization
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This article presents a novel mode-pursuing sampling method using discriminative coordinate perturbation (MPS-DCP) to further improve the convergence performance of solving high-dimensional, expensive, and black-box (HEB) ...
Sequential Radial Basis Function-Based Optimization Method Using Virtual Sample Generation
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To further reduce the computational expense of metamodel-based design optimization (MBDO), a novel sequential radial basis function (RBF)-based optimization method using virtual sample generation (SRBF-VSG) is proposed. ...