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Following Minin et al. [ 68], most parameters defined on the positive real line are updated using an exponential updater that proposes large changes when the parameter is large and small changes when the parameter is small.

The DP location, θ, and α are updated using a reflected normal updater.

Yet when Booth's maps are updated using data from the last census, the changes are less striking than what has stayed the same.

The pheromone values are updated using previously generated solutions.

The models are updated using a modified watershed-based method.

The pheromones are updated using an equation that is a function of the CoGS and LT.

In the first step, mass and stiffness matrices are updated using FRF-based model updating method.

The adjustable parameters in the used fuzzy system are updated using a gradient descent adaptation algorithm.

After finding (boldsymbol {mathcal {P}}_{k}), weights of the AFD-DFE are updated using (5).

However, between two consecutive GOPs, the gains are updated using appropriate measurements by the RBS.

For each new arriving training instance, both functions are updated using co-regularization optimization.

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