A continuous-time primal-dual algorithm with convergence speed guarantee utilizing constraint-based control

This paper proposes a novel continuous-time algorithm for solving optimization problems by leveraging the concept of so-called constraint-based control to guarantee a specific convergence speed. Conventional distributed optimization algorithms evaluate the convergence speed by the order of the conve...

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Bibliographic Details
Main Authors: Taichi Tanaka, Shunta Nakayama, Yasuaki Wasa, Kenji Hirata, Takeshi Hatanaka
Format: Article
Language:English
Published: Taylor & Francis Group 2025-12-01
Series:SICE Journal of Control, Measurement, and System Integration
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Online Access:http://dx.doi.org/10.1080/18824889.2025.2485496
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