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Volume 189, No. 1 (1999), 1-20
Heinz H. Bauschke and Jonathan M. Borwein
Maximal monotonicity of dense type, local maximal monotonicity, and monotonicity of the conjugate are all the same for continuous linear operators
Abstract:
The concept of a monotone operator --- which covers both linear
positive semi-definite operators and subdifferentials of convex
functions --- is fundamental in various branches of mathematics.
Over the last few decades, several stronger notions of monotonicity
have been introduced:
Gossez's maximal monotonicity of dense type,
Fitzpatrick and Phelps's local maximal monotonicity, and
Simons's monotonicity of type (NI).
While these monotonicities are automatic for maximal monotone
operators in reflexive Banach spaces and for subdifferentials of
convex functions, their precise relationship is largely unknown.
Here, it is shown --- within the beautiful framework of Convex
Analysis --- that for continuous linear monotone operators, all
these notions coincide and are equivalent to the monotonicity of the
conjugate operator.
This condition is further analyzed and illustrated by examples.
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