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Doheon Kim

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • math.OC2
  • math.DS1
ORCID 0000-0002-4996-0200

identity via Semantic Scholar / OpenAlex

most citedConvergence of a first-order consensus-based global optimization algorithm

4 citations · 6 across the 3 of their papers we have counts for

collaborators

3 papers

math.DS2019★ 1 cited

Emergence of stochastic flocking for the discrete Cucker-Smale model with randomly switching topologies

Jiu-Gang Dong, Seung-Yeal Ha, Jinwook Jung +1

We study emergent dynamics of the discrete Cucker-Smale (in short, DCS) model with randomly switching network topologies. For this, we provide a sufficient framework leading to the…

math.OC2019★ 1 cited

On the stochastic flocking of the Cucker-Smale flock with randomly switching topologies

Jiu-Gang Dong, Seung-Yeal Ha, Jinwook Jung +1

We present an emergent stochastic flocking dynamics of the Cucker-Smale (CS) ensemble under randomly switching topologies. The evolution of the CS ensemble with randomly switching…

math.OC2019★ 4 cited

Convergence of a first-order consensus-based global optimization algorithm

Seung-Yeal Ha, Shi Jin, Doheon Kim

Global optimization of a non-convex objective function often appears in large-scale machine-learning and artificial intelligence applications. Recently, consensus-based optimizatio…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.