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Showing 1 to 2 of 2 for “"monotone operator theory"”.

  1. Input/output analysis: graphical and algorithmic methods

    … describes new methods in input/output systems theory. The first part of this thesis develops a novel graphical method for the stability analysis of feedback systems. The Scaled Relative Graph (SRG), a recent concept from monotone operator theory, is shown to generalize the classical Nyquist …

    cambridge Repository record for Input/output analysis: graphical and algorithmic methods (opens in a new tab)

  2. Designing Provably Convergent Algorithms from the Geometry of Data

    … from (i) convex analysis and optimisation, (ii) monotone operator theory and numerical analysis, (iii) stochastic optimisation and Markov chain theory. Changing to the stochastic setting, we additionally consider sampling, as sampling from a Gibbs distribution, and as a universal data …

    cambridge Repository record for Designing Provably Convergent Algorithms from the Geometry of Data (opens in a new tab)