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This initial solution is optimal (achieves minimum square error) once the grid size and the shift increment are fixed.
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Accelerated gradient methods play a central role in optimization, achieving optimal rates in many settings.
Parallelization is achieved by separately processing all the independent nodes, with optimal speedup achieved when dealing with perfectly balanced trees.
Thus, the throughput optimal is achieved when Equation 10 holds for all the nodes.
Moreover, early intervention is optimal to achieve therapeutic benefit in this proof-of-principle experiment.
CA125 normalization (<35 kU/L) was defined as optimal when achieved within four cycles of chemotherapy.
On the left of Figure 7, near-optimal design achieves a substantially higher success rate compared with ensemble non-centrality.
Since the size of the output is Omega( n^2), our algorithm achieves optimal speedup.
Hence, single clustering algorithm rarely achieves optimal outcome.
Table 5 Optimal parameters to achieve higher production Optimal parameters to achieve higher production Optimal temp 25.4 29.9 Worst temp 30.2 31.15 Rainfall 548 580.
However, using optimization methods, inexperienced engineers can achieve optimal results.
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