Convex Analysis and Monotone Operator Theory in Hilbert Spaces

H.H. Bauschke , Patrick Louis Combettes (1)

1 LJLL - Laboratoire Jacques-Louis Lions

This book presents a largely self-contained account of the main results of convex analysis, monotone operator theory, and the theory of nonexpansive operators in the context of Hilbert spaces. Unlike existing literature, the novelty of this book, and indeed its central theme, is the tight interplay among the key notions of convexity, monotonicity, and nonexpansiveness. The presentation is accessible to a broad audience and attempts to reach out in particular to the applied sciences and engineering communities, where these tools have become indispensable. Graduate students and researchers in pure and applied mathematics will benefit from this book. It is also directed to researchers in engineering, decision sciences, economics, and inverse problems, and can serve as a reference book.

Mots clés: sadco

H.H. Bauschke, Patrick Louis Combettes. Convex Analysis and Monotone Operator Theory in Hilbert Spaces. Springer, pp.468, 2011, 978-1-4419-9466-0. ⟨10.1007/978-1-4419-9467-7⟩. ⟨hal-00643354⟩