Hadamard Differential Calculus and Applications

Monday, October 26, 2020 - 4:00pm to 5:00pm

Event Calendar Category

LIDS Seminar Series

Speaker Name

Michel Delfour


Université de Montréal

Zoom meeting id

917 3430 7210

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The Hadamard differential was introduced in 1923 by Hadamard and promoted in 1937 by Fréchet who extended it to vector spaces of functions. Infinite dimension is equivalent to the Fréchet differential introduced in 1911, but in function spaces, Hadamard is more general than Fréchet, which is restricted to normed vector spaces. In 1978 Penot gave the appropriate definition of a semi-differential in the sense of Hadamard by using semi-paths with a semi-tangent.

The Hadamard semidifferentiable functions are probably the largest family of nondifferentiable functions that retain all the features of the classical differential calculus including the chain rule. Continuous convex and semiconvex functions and all norms are Hadamard semidifferentiable. They have a very large intersection with the family of functions studied in Nonsmooth Analysis (Clarke), but they are not contained into one another. Because of its geometric character, the notion of Hadamard semidifferential readily extends to functions defined on smooth embedded differential submanifolds. It also naturally extends to metric groups that naturally occur in optimization problems with respect to the geometry to make sense of the so-called shape and topological derivatives. Applications to Danskin's Theorem and a problem in Plasma Physics will be briefly described.


Michel C. Delfour is a professor of mathematics and statistics at the University of Montreal and is the author or coauthor of 13 books and about 200 papers. Delfour’s areas of research include shape and topological optimal design, analysis and control of delay and distributed parameter systems, control and stabilization of large flexible space structures, numerical methods in differential equations and optimization, and transfinite interpolation. He is a Fellow of SIAM, the Canadian Mathematical Society, the Academy of Science at the Royal Society of Canada and, formerly, the Guggenheim Foundation.