Contraction theory for nonlinear stability analysis and learning-based control: A tutorial overview

Contraction theory is an analytical tool to study differential dynamics of a non-autonomous (i.e., time-varying) nonlinear system under a contraction metric defined with a uniformly positive definite matrix, the existence of which results in a necessary and sufficient characterization of incremental...

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Bibliographic Details
Main Authors: Tsukamoto, Hiroyasu, Chung, Soon-Jo, Slotine, Jean-Jaques E.
Format: Article
Language:English
Published: Elsevier BV 2024
Online Access:https://hdl.handle.net/1721.1/154996