Asymptotic dynamics for the Cucker-Smale model with velocity control
Junhyeok Byeon

TL;DR
This paper analyzes the long-term behavior of a generalized Cucker-Smale model with velocity control, demonstrating conditions for flocking, clustering, and collision avoidance, including models with singular communication weights.
Contribution
It introduces a unified framework for various Cucker-Smale models with velocity control, providing new insights into their asymptotic dynamics and collision avoidance mechanisms.
Findings
Established conditions for mono and bi-cluster flocking.
Proved positive lower bounds for agent distances under singular weights.
Unified analysis encompassing multiple Cucker-Smale variants.
Abstract
We study the Cucker-Smale model with a velocity control function. The Cucker-Smale model design the emergence of consensus in terms of flocking. A proposed model encompasses several Cucker-Smale models, such as a speed limit model, a relativistic model, and an almost unit speed model. We provide collective behaviors of the proposed model, like mono or bi-cluster flocking, sticking, and collision avoidance, depending on the regularity and singularity of communication weight at the origin. In particular, we provide a sufficient framework to guarantee a positive lower bound of the distance between agents under strongly singular communications.
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
TopicsOpinion Dynamics and Social Influence · Distributed Control Multi-Agent Systems · Evolutionary Game Theory and Cooperation
