Visualization of gradient descent with one flow line
In differential geometry, the Yang–Mills–Higgs flow is a gradient flow described by the Yang–Mills–Higgs equations, hence a method to describe a gradient descent of the Yang–Mills–Higgs action functional. Simply put, the Yang–Mills–Higgs flow is a path always going in the direction of steepest descent, similar to the path of a ball rolling down a hill. This helps to find critical points, called Yang–Mills–Higgs pairs, which solve the Yang–Mills–Higgs equations, as well as to study their stability. Illustratively, they are the points on the hill on which the ball can rest.
For a Yang–Mills–Higgs pair , the constant path on it is a Yang–Mills–Higgs flow.
For a Yang–Mills–Higgs flow one has:
Hence is a monotonically decreasing function. Since the Yang–Mills–Higgs action functional is always positive, a Yang–Mills–Higgs flow which is continued towards infinity must inevitably converge to vanishing derivatives and hence a Yang–Mills–Higgs pair according to the above equations.
For any pair , there is a unique Yang–Mills–Higgs flow with . Then is a Yang–Mills–Higgs pair.
A generalization of the Yang–Mills–Higgs flow is the Ginzburg–Landau flow, named after Vitaly Ginzburg and Lev Landau, with an additional potential term for the Higgs field.
Literature
Zhang, Pan (2020-03-30). "Gradient Flows of Higher Order Yang-Mills-Higgs Functionals". arXiv:2004.00420 [math.DG].
Changpeng Pan, Zhenghan Shen, Pan Zhang (2024). "The Limit of the Yang-Mills-Higgs Flow for twisted Higgs pairs". International Journal of Geometric Methods in Modern Physics. 21 (4): 2450075–33. arXiv:2301.02552. Bibcode:2024IJGMM..2150075P. doi:10.1142/S0219887824500750.{{cite journal}}: CS1 maint: multiple names: authors list (link)