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The first realizes the maximum entropy principle to guide the selection of experiments in the context of Boolean networks learning.
StepI: Set t = N and (8) J N (i ) : = u N (i ) for all i ∈ S StepII: Substitute t-1 for t and compute Jt(i) by (9) J t (i ) = max a ∈ A (i ) u t (i, a ) + ∑ j ∈ S P t (j | i, a ) J t + 1 (j ) for t = N - 1,..., 1. Obtain ft*, which realizes the maximum in Eq. (9).
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CEO of Professional Science Editing for Scientists @ prosciediting.com