Asynchronous parallel hybrid optimization combining DIRECT and GSS

DOI10.1080/10556780903039893zbMath1198.90397OpenAlexW1994973563MaRDI QIDQ3161143

Joshua D. Griffin, Tamara G. Kolda

Publication date: 12 October 2010

Published in: Optimization Methods and Software (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/10556780903039893

zbMATH Keywords

global optimizationdistributed computingparallelpattern searchdirect searchasynchronousderivative-freehybrid optimizationgenerating set search

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Nonlinear programming (90C30) Derivative-free methods and methods using generalized derivatives (90C56) Parallel algorithms in computer science (68W10) Parallel numerical computation (65Y05)

Related Items (7)

Global optimization advances in mixed-integer nonlinear programming, MINLP, and constrained derivative-free optimization, CDFO ⋮ On \texttt{MATLAB} experience in accelerating \texttt{DIRECT-GLce} algorithm for constrained global optimization through dynamic data structures and parallelization ⋮ A modification of the \texttt{DIRECT} method for Lipschitz global optimization for a symmetric function ⋮ Optimizing radial basis functions by d.c. programming and its use in direct search for global derivative-free optimization ⋮ Hyperparameter autotuning of programs with HybridTuner ⋮ Parallel strategies for direct multisearch ⋮ Black-Box Optimization: Methods and Applications

Uses Software

• PSwarm
• DIRECT
• APPSPACK

Cites Work

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• Revisiting Asynchronous Parallel Pattern Search for Nonlinear Optimization
• Parallel Metaheuristics
• Stochastic Algorithms: Foundations and Applications
• A locally-biased form of the DIRECT algorithm.

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