Sentence examples for decompose the complexity of from inspiring English sources

The idea is to decompose the complexity of IPDC problems by following four hierarchical stages: (1) preanalysis, (2) steady state analysis, (3) dynamic analysis, and (4) evaluation stage.

GMDH decomposes the complexity of a process into many simpler relationships each described by low order polynomials (2) for every pair of the input values.

To suggest experimental options, we need ways to decompose the complexity found in Additional file 1C and to attribute aspects of it to specific biochemical mechanisms.

Hence, the quad-tree decomposition in the following stage would take this as the basis to compute the initial-point threshold value of each decomposed block depending on the complexity of each area.

This study presents the development of a city-level multi-project management information system to decompose the information processing complexity in the context of ACM management mode.

Due to the complexity of this problem, we decompose the control task into two subtasks and distribute them over two different levels.

In fact, a way to manage the complexity of a phenomenon is to decompose it in such a way that each agent embeds the control model for a portion of the phenomenon.

We applied Principal Component Analysis (PCA; Fig.  4) to decompose the differences into several dimensions and to simplify the complexity of our dataset.

Two non-linear regression models are employed to decompose the concentration index and to decompose the change of concentration index.

To reduce the complexity of SPIHT, an entire picture is decomposed into 4× 4 sets, and the significance of the union of each 4 × 4 set and its descendants is tested.

QA-Learning reduces the complexity of large state space problems by decomposing the problem into more manageable sub-problems, and distributing agents between these sub-problems, to improve efficiency and enhance parallelisation [2].