A simplicial homology algorithm for Lipschitz optimisation
Sign Up to like & getrecommendations! Published in 2018 at "Journal of Global Optimization"
DOI: 10.1007/s10898-018-0645-y
Abstract: The simplicial homology global optimisation (SHGO) algorithm is a general purpose global optimisation algorithm based on applications of simplicial integral homology and combinatorial topology. SHGO approximates the homology groups of a complex built on a… read more here.
Keywords: simplicial homology; homology; function; optimisation ... See more keywords
Efficient global optimisation for black-box simulation via sequential intrinsic Kriging
Sign Up to like & getrecommendations! Published in 2018 at "Journal of the Operational Research Society"
DOI: 10.1080/01605682.2017.1409154
Abstract: Abstract Efficient global optimisation (EGO) is a popular method that searches sequentially for the global optimum of a simulated system. EGO treats the simulation model as a black-box, and balances local and global searches. In… read more here.
Keywords: ego; black box; efficient global; simulation ... See more keywords
Hybrid PSO-α BB Global Optimisation for C² Box-Constrained Multimodal NLPs
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DOI: 10.1109/access.2021.3138130
Abstract: $\alpha $ BB is an elegant deterministic branch and bound global optimisation that guarantees global optimum convergence with minimal parameter tuning. However, the method suffers from a slow convergence speed calling for computational improvements in… read more here.
Keywords: box constrained; tex math; optimisation; inline formula ... See more keywords