Asynchronously parallel optimization solver for finding multiple minima

DOI10.1007/s12532-017-0131-4zbMath1398.65123OpenAlexW2794440401MaRDI QIDQ1621691

Jeffrey Larson, Stefan M. Wild

Publication date: 9 November 2018

Published in: Mathematical Programming Computation (Search for Journal in Brave)

Full work available at URL: https://www.osti.gov/biblio/1466333

zbMATH Keywords

global optimizationderivative-free optimizationmultistartconcurrent function evaluationsparallel optimization algorithms

Mathematics Subject Classification ID

Numerical mathematical programming methods (65K05) Nonconvex programming, global optimization (90C26) Nonlinear programming (90C30) Derivative-free methods and methods using generalized derivatives (90C56)

Related Items (4)

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Uses Software

• PSwarm
• CONDOR
• DIRECT
• PETSc
• HOPSPACK
• APPSPACK
• Algorithm 829
• mpi4py
• BOBYQA
• CMA-ES
• SDPEN
• NLopt
• Python
• GitHub
• DFN

Cites Work

• Parallel deterministic and stochastic global minimization of functions with very many minima
• Design and implementation of a massively parallel version of DIRECT
• Lipschitzian optimization without the Lipschitz constant
• Parallelized hybrid optimization methods for nonsmooth problems using NOMAD and linesearch
• GLODS: global and local optimization using direct search
• A batch, derivative-free algorithm for finding multiple local minima
• A particle swarm pattern search method for bound constrained global optimization
• Asynchronous Parallel Pattern Search for Nonlinear Optimization
• Parallel Space Decomposition of the Mesh Adaptive Direct Search Algorithm
• Algorithm 856
• Stochastic global optimization methods part I: Clustering methods
• Stochastic global optimization methods part II: Multi level methods
• New Sequential and Parallel Derivative-Free Algorithms for Unconstrained Minimization
• Benchmarking Derivative-Free Optimization Algorithms
• Algorithm 829
• Global optimization

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