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To prevent the excessive growth in population, a population decreasing strategy [ 27] is used to adjust the population size.
Considering the searching performance of CBPSO is affected largely by inertia weight (w), the value of w is dynamically updated in our CBPSO by using nonlinear decreasing strategy.
To prevent the excessive growth in population, a population decreasing strategy which similar to [ 16] is proposed to adaptively control the population size.
We apply the following techniques: a SFL method to balance and control the search process, population adding method to dynamically grows new individuals with enhanced exploration and exploitation capabilities, population decreasing strategy to balance and control the dynamic population size, and final to quicken convergence of the algorithm.
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For companies that view pricing as just an "increase or decrease" strategy, readiness is primarily a matter of deciding when it's time to flip the switch.
Different to fixing ϵ in the former two cases, ϵ-decreasing strategy requires a user to fine-tune the parameter c, which controls the decreasing rate of ϵ, to achieve approximate optimal solution.
This prompts the use of the following linear decrease strategy to update the duty cycle: δ i + 1 = δ i − d i τ i. (6).
Interventions that target complement activation in adipose tissue should be explored as lipid-decreasing strategies.
As an improvement, a more adaptive greedy strategy called ϵ-decreasing strategy was proposed, where the value of ϵ decreases as the experiment progresses, resulting in highly explorative behavior at the beginning, but highly exploitative behavior at the end [29].
The ϵ-decreasing strategy performs well in adaptive markets, while also showing greater stability in its parameter space than softmax.
How effective are noise reduction strategies at decreasing sleep disturbance in ICUs?
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