Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Fast primal-dual algorithms via dynamics for linearly constrained convex
  optimization problems   By time discretization of a primal-dual dynamical system, we propose an
inexact primal-dual algorithm, linked to the Nesterov's acceleration scheme,
for the linear equality constrained convex optimization problem. We also
consider an inexact linearized primal-dual algorithm for the composite problem
with linear constrains. Under suitable conditions, we show that these
algorithms enjoy fast convergence properties. Finally, we study the convergence
properties of the primal-dual dynamical system to better understand the
accelerated schemes of the proposed algorithms. We also report numerical
experiments to demonstrate the effectiveness of the proposed algorithms.

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The categories of this paper are: hep-th
3
The categories of this paper are: physics
20
The categories of this paper are: acc-phys
31
The categories of this paper are: ao-sci
13
The categories of this paper are: quant-ph
14
The categories of this paper are: math-ph
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The categories of this paper are: solv-int
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The categories of this paper are: adap-org
19
The categories of this paper are: eess
30
The categories of this paper are: q-alg
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The categories of this paper are: cmp-lg
32
The categories of this paper are: atom-ph
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The categories of this paper are: bayes-an
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The categories of this paper are: econ
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The categories of this paper are: nlin
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The categories of this paper are: stat