Complex Gradient Systems
Giuseppe Tomassini, Sergio Venturini

TL;DR
This paper introduces the concept of complex gradient systems on complex manifolds, establishing a Cauchy theorem for their initial value problems and providing a detailed classification of holomorphic and abelian cases.
Contribution
It defines complex gradient systems, proves a Cauchy theorem for them, and characterizes holomorphic and abelian instances with a complete local description.
Findings
Established a Cauchy theorem for complex gradient systems.
Provided a local classification for holomorphic and abelian systems.
Described conditions for integrability and independence of vector fields.
Abstract
Let be a complex manifold of complex dimension . We say that the functions and the vector fields on form a \emph{complex gradient system} if are linearly independent at each point and generate an integrable distribution of of dimension and , \d^c\u_\alpha(\xi_\beta)=\delta_{\alpha\beta} for . We prove a Cauchy theorem for such complex gradient systems with initial data along a submanifold of type . We also give a complete local characterization for the complex gradient systems which are \emph{holomorphic} and \emph{abelian}, which means that the vector fields , are holomorphic and satisfy for each .
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsAdvanced Optimization Algorithms Research
