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Linear or Nonlinear? Comparing Measures of Non-linearity - ScienceDirectnonlinearitybicoherencesurrogatemodelingNonlinearity plays a significant role in the closed loop performance of a controller/process as it can render controller tuning ineffective. Nonlinearities can initiate oscillations in process variables...
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We compare the minimal error lin(,) achievable by linear algorithms processing with the minimal error (,) achievable by arbitrary algorithms using . For关键词: Theoretical or Mathematical/ algorithm theory approximation theory/ linear algorithm nonlinear algorithm linear approximation nonlinear approximation...
Toolbox for gradient-based and derivative-free non-convex constrained optimization with continuous and/or discrete variables. optimizationautomatic-differentiationevolutionary-algorithmsglobal-optimizationblack-box-optimizationsemidefinite-programmingbayesian-optimizationnonlinear-optimizationnonlinear-programmingmetaheuristicsdi...