Liu et al., 2017 - Google Patents

Distributed zero-gradient-sum (ZGS) consensus optimisation over networks with time-varying topologies

Liu et al., 2017

Document ID
4938108067763625214
Author
Liu J
Chen W
Dai H
Publication year
Publication venue
International Journal of Systems Science

External Links

Snippet

This paper addresses a distributed consensus optimisation problem over networks with time- varying topologies based on Zero-Gradient-Sum (ZGS) algorithm. First, the exponential convergence of the algorithm is guaranteed under a new condition on network topologies …
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    • G06F17/30286—Information retrieval; Database structures therefor; File system structures therefor in structured data stores
    • G06F17/30587—Details of specialised database models
    • G06F17/30589—Hierarchical databases, e.g. IMS, LDAP data stores, Lotus Notes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING; COUNTING
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    • G06N99/005—Learning machines, i.e. computer in which a programme is changed according to experience gained by the machine itself during a complete run
    • G—PHYSICS
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    • G06N—COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
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