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The algorithm will be modified do decrease the number of iterations required to attain a desired control problem cost function.
Orthogonal testing design is used to estimate the appropriate initial value and variation domain of each variable to decrease the number of iterations and improve the identification accuracy and efficiency.
Yu found that the fixed step-size of SAMP algorithm is the reason for the long reconstruction time, so they introduced a variable step-size and backtracking strategy to improve SAMP algorithm and decrease the number of iterations [21].
In order to properly handle process nodes and satisfy SBGN-specific constraints on them, we first add a new, second phase to the CoSE algorithm, and decrease the number of iterations CoSE performs in the first phase since a 'draft' layout should suffice.
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Moreover, the orthogonal experimental design was used to estimate the appropriate initial value and variation domain of each variable to decrease the number of iteration and improve the identification accuracy and efficiency.
However, stochastic approaches can be incorporated in deterministic MD to accelerate reaction steps past kinetic barriers, decreasing the number of iterations required to model state-to-state transitions in slower processes.
We demonstrate that these modifications guarantee the convergence of the solution to the global minimum while substantially decreasing the number of iterations.
This method decreases the number of iterations and shortens reconstruction time.
Indeed, it not only improves the convergence speed but also decreases the number of iterations, leading to a much higher computational efficiency.
The reason is that the influence of target guiding on the transition probability increases with the increment ofρ, which weakens the walker's randomness and decreases the number of iteration.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com