Black-Box Optimization: Methods and Applications (Q5153493)

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scientific article; zbMATH DE number 7404583

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English	Black-Box Optimization: Methods and Applications	scientific article; zbMATH DE number 7404583

Statements

scholarly article

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Black-Box Optimization: Methods and Applications (English)

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M. M. Faruque Hasan

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Black Box Optimization, Machine Learning, and No-Free Lunch Theorems

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publication date

30 September 2021

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MaRDI profile type

MaRDI publication profile

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full work available at URL

https://doi.org/10.1007/978-3-030-66515-9_2

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A Simplex Method for Function Minimization

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Application of a particle swarm optimization algorithm for determining optimum well location and type

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Analysis of Generalized Pattern Searches

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A Pattern Search Filter Method for Nonlinear Programming without Derivatives

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Mesh Adaptive Direct Search Algorithms for Constrained Optimization

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Derivative-Free and Blackbox Optimization

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Reducing the Number of Function Evaluations in Mesh Adaptive Direct Search Algorithms

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Robust optimization of noisy blackbox problems using the mesh adaptive direct search algorithm

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Finding Optimal Algorithmic Parameters Using Derivative‐Free Optimization

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Deterministic global derivative-free optimization of black-box problems with bounded Hessian

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On optimization algorithms for the reservoir oil well placement problem

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Hit-and-Run Algorithms for Generating Multivariate Distributions

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Hit-and-run algorithms for the identification of nonredundant linear inequalities

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Global optimization of general constrained grey-box models: new method and its application to constrained PDEs for pressure swing adsorption

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Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO

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Grid restrained Nelder-Mead algorithm

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Algorithms for noisy problems in gas transmission pipeline optimization

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A Globally Convergent Augmented Lagrangian Algorithm for Optimization with General Constraints and Simple Bounds

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Trust Region Methods

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Use of quadratic models with mesh-adaptive direct search for constrained black box optimization

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Geometry of interpolation sets in derivative free optimization

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Introduction to Derivative-Free Optimization

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Using Sampling and Simplex Derivatives in Pattern Search Methods

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On the Local Convergence of Pattern Search

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An evolutionary method for complex-process optimization

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Simulated annealing: A tool for operational research

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A Linesearch-Based Derivative-Free Approach for Nonsmooth Constrained Optimization

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Global Convergence of a Trust-Region SQP-Filter Algorithm for General Nonlinear Programming

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Optimization of micro heat exchanger: CFD, analytical approach and multi-objective evolutionary algorithms

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Optimization using surrogate models and partially converged computational fluid dynamics simulations

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Review of utilization of genetic algorithms in heat transfer problems

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A Merit Function Approach for Direct Search

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A surrogate management framework using rigorous trust-region steps

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Nonlinearly Constrained Optimization Using Heuristic Penalty Methods and Asynchronous Parallel Generating Set Search

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Asynchronous parallel hybrid optimization combining DIRECT and GSS

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Global optimization by multilevel coordinate search

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Lipschitzian optimization without the Lipschitz constant

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Multi-fidelity Gaussian Process Bandit Optimisation

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Direction Choice for Accelerated Convergence in Hit-and-Run Sampling

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Optimization by Simulated Annealing

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Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions

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Derivative-free optimization methods

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A numerical approach for shape optimization of fluid flow domains

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A Globally Convergent Augmented Lagrangian Pattern Search Algorithm for Optimization with General Constraints and Simple Bounds

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Tuning BARON using derivative-free optimization algorithms

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Exploiting derivative-free local searches in DIRECT-type algorithms for global optimization

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Sequential Penalty Derivative-Free Methods for Nonlinear Constrained Optimization

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A Bumble Bees Mating Optimization Algorithm for Global Unconstrained Optimization Problems

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A computational framework for derivative-free optimization of cardiovascular geometries

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Trailing-edge noise reduction using derivative-free optimization and large-eddy simulation

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Optimal aeroacoustic shape design using the surrogate management framework

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Suppression of vortex-shedding noise via derivative-free shape optimization

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Convergence of the Nelder--Mead Simplex Method to a Nonstationary Point

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Equation of State Calculations by Fast Computing Machines

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UOBYQA: unconstrained optimization by quadratic approximation

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Developments of NEWUOA for minimization without derivatives

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On fast trust region methods for quadratic models with linear constraints

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Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions

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Introduction to Genetic Algorithms

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Efficient Monte Carlo Procedures for Generating Points Uniformly Distributed over Bounded Regions

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On the Convergence of Pattern Search Algorithms

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pBO-2GP-3B: a batch parallel known/unknown constrained Bayesian optimization with feasibility classification and its applications in computational fluid dynamics

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Fortified-Descent Simplicial Search Method: A General Approach

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A particle swarm pattern search method for bound constrained global optimization

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PSwarm: a hybrid solver for linearly constrained global derivative-free optimization

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Analysis of direct searches for discontinuous functions

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A derivative-free algorithm for unconstrained optimization

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An edge-concave underestimator for the global optimization of twice-differentiable nonconvex problems

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A Progressive Barrier for Derivative-Free Nonlinear Programming

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On the Lagrange functions of quadratic models that are defined by interpolation<sup>*</sup>

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Generalized pattern searches with derivative information

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OrthoMADS: A Deterministic MADS Instance with Orthogonal Directions

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Optimization of nonconventional wells under uncertainty using statistical proxies

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Optimization of algorithms with OPAL

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Identifiers

10.1007/978-3-030-66515-9_2

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Mathematics Subject Classification ID

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zbMATH DE Number

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Sitelinks

Mathematics(1 entry)

mardi Publication:5153493

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