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Next, there is a need to update the parameter m(n) in (84).
A boundary evolution strategy (BES) is developed and incorporated into the DE to update the parameter boundaries during the parameterisation.
Compute ∇ Φ ( S θ i ), and update the parameter vector θ i + 1by (20) and (21), let i=i + 1. Repeat step (2) until ∥ ∇ Φ ( S θ i ) ∥ < ε and the optimal parameter vector is obtained by θ ∗=θ i.
These operations can be of the following types: (i add a component to system assembly, (ii) remove a component, (iii) replace one component with another, or (iv) update the parameter configuration of a component.
Adaptive updating of q t : For a given γ (t) and q (t−1), use the same samples { C sel ( ω ( t, u ) ) } u = 1 U to update the parameter q ( t ) = q 0 ( t ), q 1 ( t ), …, q | K | ( t ) via (25).
For description on how to select a suitable value of U see [17]. 2. Adaptive updating of q t : For a given γ (t) and q (t−1), use the same samples { C sel ( ω ( t, u ) ) } u = 1 U to update the parameter q ( t ) = q 0 ( t ), q 1 ( t ), …, q | K | ( t ) via (25) .
Similar(45)
We adopt the SGD [29] to update the parameters of the siamese network.
DisSVRG adopts the variance reduction technique to update the parameters in a model.
A Bayesian procedure was applied to update the parameters in the exponential model.
We repeat the squared distance minimization and update the parameters of the quadratic curve and surface by iterations until convergency.
Considering the economy and security, a closed-loop identification method is adopted to update the parameters of the model.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com