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Starting from an initial point B τ (0), at each iteration i, the gradient (11) is calculated, and using (10) or a quasi-Newton method, the improved de-mixing vector B τ (i+1) is estimated.
Compared with the conventional MCMC method, the improved MCMC method, combining the AM algorithm based on the global adaptive strategy and the DR algorithm based on the local adaptive strategy, can adaptively update the proposal distribution and speed up the convergence of Markov chains; 2.
A new method, the improved memory method, for the solution of a nonlinear equation is introduced.
Compared with the traditional dimension-by-dimension scanning method, the improved BPSO algorithm greatly reduces the computation time, and its accuracy is controllable.
Through a numerical comparison among the exact solution (from the transfer matrix method), the improved polynomial approach and the conventional polynomial approach, the validity of the improved polynomial approach is illustrated.
Instead of shifting the entire level-set field twice as in the original method, the improved method identifies the non-resolved interface structures from two auxiliary level-sets close to the interface.
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Compared with individual FIF and PDMSE methods, the improved combination method has better stability and higher speech quality.
The method improved the original GMM in order to adapt to sudden or gradual illumination changes[17].
The performance of the method is improved with the use of arterial blood.
Use the improved, healthy methods.
Application of the WHO method has improved the prescribing skills of undergraduate medical students [ 4].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com