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updated docs
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@ -543,7 +543,8 @@ subject to the following constraint:
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<pre>
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Minimize: f(w) == 0.5*dot(w,w) + C*R(w)
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Where R(w) is a user-supplied convex function and C > 0
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Where R(w) is a user-supplied convex function and C > 0. Optionally,
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this object can also add the non-negativity constraint that min(w) >= 0.
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</pre>
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<br/>
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<br/>
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