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Using the constrained optimization schemes ensures that the margin is non negative.
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This assumption is practical since the factor is non-negative and generally smaller than 2.5.
The JS is non-negative and its minimum is attained by k-out-of-n systems, which are the least complex systems.
is non-negative.
Every 2-metric is non-negative.
The matrix B is non-negative definite.
Thus, let us assume that (x_{0}) is non-negative.
(b) Suppose a(t) is non-negative and non-increasing.
Clearly, ρ1 is non-negative and non-decreasing.
This contradicts the fact that the energy is non-negative.
Then, the potential function V ( j, X ¯ ) is non-negative.
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