The phrase "alleviates the difficulty" is correct and usable in written English.
It can be used when discussing ways to reduce or ease challenges or obstacles in a particular situation.
Example: "The new software update alleviates the difficulty users faced when navigating the interface."
Alternatives: "reduces the challenge" or "eases the burden."
For a computationally affordable cost, this framework alleviates the difficulty of choosing a fixed number of breakpoints and permits retrieving more information than a unique segmentation.
For a computationally affordable cost, this framework (i) alleviates the difficulty of choosing a fixed number of breakpoints, and (ii) permits retrieving more information than a unique segmentation by giving access to the whole probability distribution of the transcription profile.
Notice that, similarly to the previous decision tree, clustering the dataset is recommended for sparser datasets, alleviating the difficulty on finding axis-parallel hyperplanes for class separation in sparse problems.
We have also presented promising results from a new variant of the TSVM semi-supervised machine learning algorithm, which should go a long way towards alleviating the difficulty of obtaining large numbers of position-labeled RSS fingerprints.
In order to alleviate the difficulty of parallel programming, we propose a scheduler, which is part of a master slave RTOS, to efficiently manage the parallel programs running on a multi-processor core system.
Similar to cell sheet-based vascular tissue engineering, tubular cell-seeded constructs were prepared by wrapping cell-seeded scaffold membranes, alleviating the difficulty associated with cell seeding in electrospun scaffolds.
These rather small evolutionary distances do not alleviate the difficulty of phylogenetic analysis mentioned previously, however.
These techniques alleviate the difficulty and subjectivity of visual interpretations which are the major contributors to the diagnostic errors (Celebi et al., 2009).
In this context, optimizing experiments to be conducted in order to better estimate a system's parameters provides a promising direction to alleviate the difficulty of the task.
Optimizing the experiments to be conducted in order to alleviate non-identifiabilities and better estimate a system's parameters therefore provides a promising direction to alleviate the difficulty of the task, and has already been the subject of much research in systems biology [ 20, 24].
