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swMATH20552MaRDI QIDQ32370

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Related Items (43)

MISO: mixed-integer surrogate optimization framework ⋮ A batch, derivative-free algorithm for finding multiple local minima ⋮ Learning physics-based models from data: perspectives from inverse problems and model reduction ⋮ A discussion on variational analysis in derivative-free optimization ⋮ Exploiting active subspaces to quantify uncertainty in the numerical simulation of the hyshot II scramjet ⋮ Accelerated random search for constrained global optimization assisted by radial basis function surrogates ⋮ A theoretical and empirical comparison of gradient approximations in derivative-free optimization ⋮ Bifidelity Surrogate Modelling: Showcasing the Need for New Test Instances ⋮ Optimal Learning for Nonlinear Parametric Belief Models Over Multidimensional Continuous Spaces ⋮ Derivative-free optimization: a review of algorithms and comparison of software implementations ⋮ Efficient solution of many instances of a simulation-based optimization problem utilizing a partition of the decision space ⋮ Quantifying uncertainty with ensembles of surrogates for blackbox optimization ⋮ A frame-based conjugate gradients direct search method with radial basis function interpolation model ⋮ GOSAC: global optimization with surrogate approximation of constraints ⋮ Constrained multifidelity optimization using model calibration ⋮ Active Subspaces ⋮ A mixed finite differences scheme for gradient approximation ⋮ Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions ⋮ Sobolev seminorm of quadratic functions with applications to derivative-free optimization ⋮ Optimizing radial basis functions by d.c. programming and its use in direct search for global derivative-free optimization ⋮ A stochastic adaptive radial basis function algorithm for costly black-box optimization ⋮ Multi objective optimization of computationally expensive multi-modal functions with RBF surrogates and multi-rule selection ⋮ Order-based error for managing ensembles of surrogates in mesh adaptive direct search ⋮ SOCEMO: Surrogate Optimization of Computationally Expensive Multiobjective Problems ⋮ Gene regulatory networks. Methods and protocols ⋮ Gradient-free strategies to robust well control optimization ⋮ Limiting behavior of derivative approximation techniques as the number of points tends to infinity on a fixed interval in \(\mathbb{R}\) ⋮ Uncertainty analysis for computationally expensive models with multiple outputs ⋮ Derivative-Free Optimization of Noisy Functions via Quasi-Newton Methods ⋮ Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption ⋮ Bayesian optimization using deep Gaussian processes with applications to aerospace system design ⋮ Learning radial basis function networks with the trust region method for boundary problems ⋮ An adaptive framework for costly black-box global optimization based on radial basis function interpolation ⋮ Derivative-free robust optimization by outer approximations ⋮ A Survey of Projection-Based Model Reduction Methods for Parametric Dynamical Systems ⋮ A derivative-free Gauss-Newton method ⋮ SO-I: a surrogate model algorithm for expensive nonlinear integer programming problems including global optimization applications ⋮ Derivative-free optimization methods ⋮ ORBIT: Optimization by Radial Basis Function Interpolation in Trust-Regions ⋮ A derivative-free trust-region algorithm with copula-based models for probability maximization problems ⋮ 1 Model reduction in chemical process optimization ⋮ Delaunay-based derivative-free optimization via global surrogates. III: nonconvex constraints ⋮ Recent advances in trust region algorithms

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