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In that case, it may not slow down the convergence rate significantly.
In fact, its main purpose is to speed up or slow down the convergence of the algorithm.
Using a learning rate of (alpha = frac {1}{(1+t)^{2}}) brings down the convergence rate to a polynomial in (frac {1}{ 1-gamma)}), where γ is the discount factor [38].
The proposed mimetic algorithm is mainly based on MFO algorithm, whereas, metropolis mechanism of SA is used to slow down the convergence rate of MFO and increases the probability of moths to reach the global optima.
This strategy has been successfully applied in the active control of periodic disturbances consisting of several harmonics, so as to reduce the computational complexity of the control system without either slowing down the convergence rate or increasing the residual error.
Moreover, the GA method requires the involvement of the operations like crossover and mutation that complicate the solution and slow down the convergence of the solution and also add to the computation cost.
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However, the big coefficients converge very quickly (in the initial period) at the cost of slowing down dramatically the convergence of the small coefficients (after the initial period).
Dr. Murphy is just back from a 2-month expedition to the Antarctic, where, as chief zoologist of the National Science Foundation, he participated in a May Operation known as, "Operation Deep Freeze," which attempted to pin down the Antarctic Convergence, (defined as the biological and oceanographic boundry between Antarctic and sub-Antarctic life).
This is, hands down, the hottest convergence device I've seen in months.
Natural disasters often undo many years of physical as well as human capital accumulation and can lead to slowing down the speed of convergence towards a steady state economy within the country context.
In many engineering problems, boundaries with sharp corners or abrupt changes in the boundary conditions and/or the material properties give rise to singularities of various types which tend to slow down the rate of convergence with respect to decreasing the mesh size of any standard numerical method used for obtaining the solution.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com