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理學院30週年院慶系列演講 - 揭秘動態系統中的 Maximin Flow

日期 : 2024-04-24 單位 : 應數系

演講人:朱天照 教授 ( Prof. Moody Chu) (Department of Mathematics North Carolina State University)
活動日期:113年5月13日(一) 上午10:20-12:00
活動地點: 研究大樓250203教室
報名網址:https://reurl.cc/GjdZ3W 

 

活動簡介:

適逢本校理學院三十周年院慶,應用數學系特別邀請朱天照教授進行專題演講。

 

講題:On the Dynamics of the Maximin Flow

摘要:

In a complex system, such as the molecular dynamics, chemical kinetics, nucleation mechanism, or even the Lagrangian of a constrained convex programming problem, the presence of a saddle point often represents that a transition of events has occurred. Determining the locations of saddle points in the con guration space and the way they a ect the transition provide critical information about the underlying complex system. This paper proposes a dynamical system approach to explore this problem. In addition to being capable of nding saddle points, the ow exhibits some intriguing behavior nearby a saddle point, which is demonstrated by graphic examples in various settings. Maximin ows also arise naturally from complex-valued di erential equations over analytic vector elds due to the Cauchy-Riemann equations. The maximin ow can be cast as a gradient ow in the Kre in space under inde nite inner product, whence the Lojasiewicz gradient inequality can be generalized. It is proved that a solution trajectory has nite arc length and, hence, converges to a singleton saddle point.

 

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