Kim H. Parker edited 2_5_Proposed_algorithm_begin__.tex  about 8 years ago

Commit id: d8542461e5a6bb756e195c460dd5908a586c71a7

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\item Calculate the entropies $H(M_P)$ and $H(M_U)$.  \item Calculate the Jensen-Shannon divergences $JS_P = H(M_P) - \frac{1}{2}\big(H(dP) + H(dP_+ + dP_-)\big)$ \\and $JS_U = H(M_U) - \frac{1}{2}\big(H(\rho cDU) + H(dP_+ - dP_-)\big)$.  \item Calculate the sum of the Jensen-Shannon distances $\Delta = \sqrt{JS_P} + \sqrt{JS_U}$.  \item Plot the result, select another value of $c$ and repeat from step 4. 3.  \item Determine the value of $c$ that givens the minimum value of $\Delta$.  \end{enumerate}