The phrase "as the iterations progress" is correct and usable in written English.
You could use it in the context of a process that repeats itself and gradually improves, such as "The results became more accurate as the iterations progressed."
Multiple runs of the GA for the example well path (see Fig. 6), applying a range of key behavioral parameter values, reveal that the GA performs better when the values of these parameters vary as the generations (iterations) progress rather than maintaining constant values for these parameters across all generations.
Analysis reveals that by adopting an adaptive approach that allows the behavioral parameters of the genetic algorithm (GA) to evolve as iterations progress, the MOGA proposed converges more rapidly toward better ultimate solutions than if the GA behavioral parameters are held constant over all iterations of the algorithm.
This step becomes increasingly prominent as the task analysis iterations progress alongside simulation development.
We observe enrichment of mutant cells as iterations progress for all values of motility strength (k B ) (left panel).
FSF sets in the root branches were progressively stabilized as iterations progressed in individual chains and ambiguous plesiomorphic FSF assignments were reduced.
Iterations progressed as shown in Figure 1.
As each iteration progresses these distributions 'move' to create tighter clusters around a sub set of data points until a level of convergence is achieved.
Since boosting algorithm overfits by nature and SVM, the base classifier, is relatively strong classifier, the error rate of hypothesis increases drastically as iteration in MAKE_SUBSAMPLES progresses.
As noticed here, most of the job is done in the first iteration and after more than ten iterations the progress tends to be slower.
