Improved sampling strategies for ensemble-based optimization
Work
Year: 2020
Type: article
Abstract: We are concerned with the efficiency of stochastic gradient estimation methods for large-scale nonlinear optimization in the presence of uncertainty. These methods aim to estimate an approximate grad... more
Source: Computational Geosciences
Authors Karthik R. Ramaswamy, R. M. Fonseca, O. Leeuwenburgh, M. Mohsin Siraj, Paul M.J. Van den Hof
Institutions Eindhoven University of Technology, Netherlands Organisation for Applied Scientific Research
Cites: 36
Cited by: 6
Related to: 10
FWCI: 0.78
Citation percentile (by year/subfield): 74.5
Subfield: Ocean Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: hybrid
APC paid (est): $2,990