Asymptotic interplay of states and adapted coupling gains in the Lohe hermitian sphere model

TL;DR

This paper investigates the emergent collective behavior of the Lohe Hermitian Sphere model with adaptive couplings, extending previous work to include dynamic interplay between states and coupling gains under Hebbian and anti-Hebbian laws.

Contribution

It introduces new frameworks for complete aggregation in the Lohe Hermitian Sphere model with adaptive couplings, generalizing earlier results to dynamic coupling laws.

Findings

Established conditions for complete aggregation under Hebbian coupling laws.

Extended previous models to include anti-Hebbian coupling dynamics.

Provided two sufficient frameworks for emergent synchronization.

Abstract

We study emergent dynamics of the Lohe hermitian sphere (LHS) model with the same free flows under the dynamic interplay between state evolution and adaptive couplings. The LHS model is a complex counterpart of the Lohe sphere (LS) model on the unit sphere in Euclidean space, and when particles lie in the Euclidean unit sphere embedded in $\bbc^{d+1}$, it reduces to the Lohe sphere model. In the absence of interactions between states and coupling gains, emergent dynamics have been addressed in [22]. In this paper, we further extend earlier results in the aforementioned work to the setting in which the state and coupling gains are dynamically interrelated via two types of coupling laws, namely anti-Hebbian and Hebbian coupling laws. In each case, we present two sufficient frameworks leading to complete aggregation depending on the coupling laws, when the corresponding free flow is the same for all particles.