Property of Matrix and Its Eigenvalues
For a matrix \(A\), and its eigenvalue \(\lambda_i\)
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Covariance & Correlation
Consider random variables \(X\) and \(Y\), to measure how much they change together, we use covariance:
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QR Decomposition
What
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Solving Steiner Tree Problem as a MILP
Consider a network \(G(V,E)\), with \(W_0 \subset V\) is a set of focus vertices. Let’s call \(s\in W_0\) the multicast sender and the rest \(W = W_0 \backslash \{s\}\) the multicast receivers. Given the edges of unit weight, how to find the multicast tree that connects \(s\) to \(W\) with...
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MathProg language by example
Resources:
WikiBooks on GLPK
IBM DeveloperWorks article on GLPK,
and its part 2
and part 3
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