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A multiplication with a coefficient provides the multiplicative decrease and a constant increase rate after reduction provides the additive increase property.
Algorithm 3: Multiplicative decrease.
Multiplicative decrease algorithm presented in Algorithm 3 implements (2).
In this case, the node's weight is reduced via multiplicative decrease (2).
The multiplicative decrease of the congestion window is activated when a packet loss is detected.
Thus, in case of consecutive loss, multiplicative decrease reduces the sending rate severely.
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Such an approach has provided a sound theoretical understanding of the underlying stability and fairness issues, as well as a post-facto justification of the scalability and stability of TCP-like additive-increase multiplicative-decrease (AIMD) algorithms.
Specifically, it adopts a parameter β in order to infer congestion in the network: if the estimated congestion level exceeds the value of β, the loss is considered due to congestion and Reno additive-increase multiplicative-decrease (AIMD) scheme is applied.
This prompts us to use the following multiplicative strategy to decrease the duty cycle cautiously: δ i + 1 = δ i 1 − d i τ i. (8) .
The rate ratios from the Poisson regression measure the multiplicative increase (or decrease) for an interquartile increase (an increase from the 25th to the 75th percentile) in the weather and pollution variables.
The initial temperature, the length of temperature plateau, the decreasing multiplicative factor for the temperature and the stopping criterion are analysed through a design of experiments.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com