Instruct: Identify the main and secondary category of Arxiv papers based on the titles and abstracts
Query: Distributed Constrained Optimization over Networked Systems via A
  Singular Perturbation Method   This paper studies a constrained optimization problem over networked systems
with an undirected and connected communication topology. The algorithm proposed
in this work utilizes singular perturbation, dynamic average consensus, and
saddle point dynamics methods to tackle the problem for a general class of
objective function and affine constraints in a fully distributed manner. It is
shown that the private information of agents in the interconnected network is
guaranteed in our proposed strategy. The theoretical guarantees on the
optimality of the solution are provided by rigorous analyses. We apply the new
proposed solution into energy networks by a demonstration of two simulations.

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The categories of this paper are: cond-mat
35
The categories of this paper are: mtrl-th
29
The categories of this paper are: funct-an
31
The categories of this paper are: ao-sci
16
The categories of this paper are: stat
15
The categories of this paper are: nucl-ex
25
The categories of this paper are: patt-sol
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The categories of this paper are: quant-ph
24
The categories of this paper are: dg-ga
36
The categories of this paper are: cmp-lg
27
The categories of this paper are: comp-gas
0
The categories of this paper are: hep-ph
19
The categories of this paper are: eess
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The categories of this paper are: q-bio
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The categories of this paper are: acc-phys
26
The categories of this paper are: bayes-an