A point minimises f exactly when 0 is a subgradient there; the subdifferential is convex and closed; subgradients of two functions add up to a subgradient of the sum; and subdifferentials scale with positive multiples.
In the setting of Convex Functions on : Standing Notation, let , let be functions, and let , with subdifferentials , and of , and , .
Minimisers. for every if and only if .
Convexity. is a convex subset of .
Closedness. is closed.
Sums.
Positive multiples. For every real , the subdifferential of , , at is
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