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Tracking-based distributed equilibrium seeking for aggregative games

Abstract:

We propose fully-distributed algorithms for Nash equilibrium seeking in aggregative games over networks. We first consider the case where local constraints are present and we design an algorithm combining, for each agent, (i) the projected pseudo-gradient descent and (ii) a tracking mechanism to locally reconstruct the aggregative variable. To handle coupling constraints arising in generalized settings, we propose another distributed algorithm based on (i) a recently emerged augmented primal-...

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Publication status:
Published
Peer review status:
Peer reviewed

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Publisher copy:
10.1109/TAC.2024.3368967

Authors


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Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
Publisher:
IEEE
Journal:
IEEE Transactions on Automatic Control More from this journal
Publication date:
2024-02-22
Acceptance date:
2024-02-17
DOI:
EISSN:
1558-2523
ISSN:
0018-9286
Language:
English
Pubs id:
1619913
Local pid:
pubs:1619913
Deposit date:
2024-02-17

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