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The goal is to determine landscape configurations with revegetation that would maximize the projected number of bird species present across all revegetated sites in the landscape.
The produced results are a set of principal axes that maximize the projected variability (inertia) of each data set independently.
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aFor simple LDA we can interpret the patches as directions on the original space maximizing the projected ratio R, so that if we sort the eigenvectors on the LDA projection according to their eigenvalue, we could interpret the patches as linear subspaces decreasingly maximizing the projected ratio.
Specifically, LDA finds the K-dimensional linear subspace maximizing the projected ratio R = S w - 1 S b between the inter-class scatter matrix S b and intra-class scatter matrix S w, defined as S w = ∑ i = 1 C p i Σ i S b = ∑ i = 1 C p i ( μ - μ i ) ( μ - μ i ) T, (4).
Rather than allocating resources to understand whether less effective methods are marginally more effective than one another (i.e., hydrogun vs bubble curtain), natural resource managers can instead focus efforts on maximizing the projected effectiveness of hydrologic separation or electric barriers.
The management strategies involved studying different design parameters to maximize the project profitability.
While the central government tries to maximize the project's ecological benefits, the local tends to minimize its administrative efforts due to limited budgets.
Within this period, the investor has the option to delay the investment and select the optimal timing to maximize the project value under uncertainty (Zhang et al. 2017; Hach and Spinler 2016; Pringles et al. 2015).
In the deregulated environment rather than the traditional system which considered the cost minimization as the main objective function in generation expansion planning problem, the major objective is to maximize the Project Lifetime Economic Return.
The maximization of the two functions can be regarded as finding and that maximize the values of, projected into the received signals and.
This is because the radiographers sometimes have to hold the paddle still or move it upwards to properly position the breast, and because they also have to pull the breast onto the detector to maximize the amount of projected tissue.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com