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The reaction space, defined in terms of transformed composition, variables, has been divided into sub-regions characterized by separation boundaries.
After the CISG step, the essence of SOSB is to rapidly seek for the appropriate separation boundaries to partition the large power grid into several subgrids.
Therefore, how to quickly identify the system swing modes and how to pinpoint the out-of-step generator groups in order to search for the optimal separation boundaries are the critical issues.
Wu and Chow [19] evaluates similarity by single linkage and density distribution at the separation boundaries using a cluster validity index in [36], producing good partitionings for datasets with well-separated clusters.
We use a 1-norm, soft-margin SVM with a Gaussian radial basis function kernel in order to be able to model non-linear separation boundaries.
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"to separate; discern, understand," from Proto-Germanic *skaljo- "divide, separate" (cognates: Swedish skäl "reason," Danish skjel "a separation, boundary, limit," Middle Low German schillen "to differ," Middle Low German, Middle Dutch schele "separation, discrimination;" see shell (n).).
2) Seeking for optimal separation boundary (SOSB) .
Seeking for optimal separation boundary (SOSB).
This cut set is referred to as a separation boundary.
The line shows the best linear separation boundary in each case.
The linear separation boundary is obtained by Fisher's LDA in the figure.
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