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"decrease the complexity of" is a correct and usable phrase in written English.
It means to make something less complex or complicated. You can use this phrase when discussing ways to simplify a process, concept, or design. Example: "Implementing visual aids can greatly decrease the complexity of this technical report, making it easier for readers to understand."
Exact(41)
(3) We will optimize the analysis in an attempt to decrease the complexity of the algorithm.
Therefore, in order to decrease the complexity of the analysis and reduce cost, approximate method is an effective method.
Well, Jayme discovered a structure in the costs in the graph that allowed him to decrease the complexity of the algorithm to O(nlogn).
This task allows to select only the relevant information and is also a way to decrease the complexity of the model.
In order to decrease the complexity of network coding in practical wireless communication systems, the lattice is introduced to realize the network coding [18].
Choi et al. [17] used early SKIP mode conditions and selective intra mode decisions to decrease the complexity of inter mode decisions.
Similar(19)
This decreases the complexity of the architecture without degrading the results.
Open image in new window Figure 3 MiR-130a decreases the complexity of dendrites.
Thus, close but unstable dependences of coal price and macroeconomy have decreased the complexity of carbon price volatility regulation.
Combining hierarchical specification with hierarchical implementation plays a key role in decreasing the complexity of the verification of these systems.
The transmission powers for the AEs are allocated to its serving users equally in this step for decreasing the complexity of the multi-dimensional joint resource allocations.
More suggestions(15)
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com