Decentralized Constrained Optimization: a Novel Convergence Analysis
Licentiatavhandling, 2023
Constrained optimization
Decentralized optimal transport
Distributed optimization
Multi-agent systems
Convergence analysis
Convex optimization
Författare
Firooz Shahriari Mehr
Chalmers, Data- och informationsteknik, Data Science och AI
Inkluderade delarbeten
Decentralized Constrained Optimization: Double Averaging and Gradient Projection
Proceedings of the IEEE Conference on Decision and Control,;Vol. 2021-December(2021)p. 2400-2406
Paper i proceeding
Shahriari-Mehr, F., Panahi, A., Double Averaging and Gradient Projection: Convergence Guarantees for Decentralized Constrained Optimization
Manuskript
Forskningsprojekt
Effektiv datarepresentation och maskininlärning över nästa generationsnätverk
Wallenberg AI, Autonomous Systems and Software Program, 2021-01-01 -- .
Kategorisering
Ämneskategorier (SSIF 2011)
Beräkningsmatematik
Reglerteknik
Datavetenskap (datalogi)
Datorsystem
Övrigt
Utgivare
Chalmers
Examination
2023-05-15 10:00 -- 12:00
Room Analysen, EDIT building
Opponent: Martin Jaggi, EPFL, Switzerland