We analyze and characterize maximal monotonicity of linear relations (set-valued operators with linear graphs). An important tool in our study are Fitzpatrick functions. The results obtained partially extend work on linear and at most single-valued operators by Phelps and Simons and by Bauschke, Borwein and Wang. Furthermore, a description of skew linear relations in terms of the Fitzpatrick family is obtained. We also answer one of Simons' problems by showing that if a maximal monotone operator has a convex graph, then this graph must actually be affine.

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Heinz H. Bauschke

Dept. of Mathematics, Irving K. Barber School, University of British Columbia, Okanagan, Kelowna, B.C. V1V 1V7, Canada

heinz.bauschke@ubc.ca

Xianfu Wang

Dept. of Mathematics, Irving K. Barber School, University of British Columbia, Okanagan, Kelowna, B.C. V1V 1V7, Canada

shawn.wang@ubc.ca

Liangjin Yao

Dept. of Mathematics, Irving K. Barber School, University of British Columbia, Okanagan, Kelowna, B.C. V1V 1V7, Canada

ljinyao@interchange.ubc.ca

H. H. Bauschke, X. Wang, L. Yao. “Monotone Linear Relations: Maximality and Fitzpatrick Functions.” Journal of Convex Analysis 16 (2009), No. 3&4, 673–686.