The Crout matrix decomposition algorithm differs slightly from the Doolittle method.
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One particular technique in linear programming which uses this kind of approach is the Dantzig Wolfe decomposition algorithm.
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The LU reduction algorithm is modified version of the LU decomposition algorithm in that it can be highly parallelized.
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Parallel algorithms allow the load to be distributed among CPUs; an example is the spatial or force decomposition algorithm.
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Together, with other optimization algorithms, such as the Dantzig-Wolfe decomposition algorithm, these components drive optimization.
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There is also an improved method using the four-component decomposition algorithm, which was introduced for the general POLSAR data image analyses.
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The use of Householder transformations is inherently the most simple of the numerically stable QR decomposition algorithms due to the use of reflections as the mechanism for producing zeroes in the " R " matrix.
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The LRSLibrary provides a collection of low-rank and sparse decomposition algorithms in MATLAB . The library was designed for motion segmentation in videos, but it can be also used or adapted for other computer vision.
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For instance, we could use four 16?6 problems, and there's a chance that solving these will be better than solving a single 64?4 problem even if the domain decomposition algorithm needs to iterate a few times.
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Any graph has a uniquely recursive decomposition into modules, its modular decomposition, which can be constructed from the graph in linear time; modular decomposition algorithms have applications in other graph algorithms including the recognition of comparability graphs.
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