A cross-entropy algorithm based on Quasi-Monte Carlo estimation and its application in hull form optimization

Simulation-based hull form optimization is a typical HEB (high-dimensional, expensive computationally, black-box) problem. Conventional optimization algorithms easily fall into the “curse of dimensionality” when dealing with HEB problems. A recently proposed Cross-Entropy (CE) optimization algorithm...

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Autores principales:	Xin Liu, Heng Zhang, Qiang Liu, Suzhen Dong, Changshi Xiao
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2021-11-01
Colección:	International Journal of Naval Architecture and Ocean Engineering
Materias:	Hull form optimization Cross-entropy optimization algorithm Quasi-Monte Carlo estimation Sobol sequence
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S2092678221000017
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