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1. Consensus and bipartite consensus in graphon models for opinion dynamics on the sphere NSTL国家科技图书文献中心

Qiao, Zhengyang |  Liu, Yicheng... -  《Physica,D.Nonlinear phenomena》 - 2025,472 - 共15页

摘要: on the graph limit procedure and study consensus |  sufficient conditions for the emergence of consensus and |  bipartite consensus within our system. In the case of |  bipartite consensus, our results indicate that even in the | , they can still achieve consensus by collectively
关键词: Opinion dynamics |  Graphon dynamics |  Consensus |  Bipartite consensus |  Scrambling coefficient

2. Do We Need Standardization of Blockchain Consensus?: Progress and Challenges to Standardizing Blockchain Consensus: Progress and Challenges to Standardizing Blockchain Consensus NSTL国家科技图书文献中心

Zhaoxin Yang |  Xiao Sui... -  《Security Standardisation Research》 -  International Conference on Security Standardisation Research - 2025, - 31~56 - 共26页

摘要:. In this article, we review blockchain consensus |  trade-offs made by each type of consensus protocol and |  discuss why we need to standardize blockchain consensus |  even after blockchain consensus is standardized. | Blockchain builds a trustworthy service among
关键词: Byzantine consensus |  Standardization

3. Multilayered Asynchronous Consensus-Based Federated Learning (MACoFL) NSTL国家科技图书文献中心

Miguel Rebollo |  Carlos Carrascosa -  《Intelligent Data Engineering and Automated Learning - IDEAL 2024,Part II》 -  International Conference on Intelligent Data Engineering and Automated Learning - 2025, - 386~396 - 共11页

摘要: models. Consensus is a way of calculating a mean value |  based on Asynchronous Consensus, called Multi-layered |  Asynchronous Consensus-based Federated Learning (MACoFL). It | Federated Learning is one of the main research |  lines in the last years about distributed learning
关键词: Federated learning |  Multi-agent systems |  Consensus

4. Interventional glaucoma consensus treatment protocol NSTL国家科技图书文献中心

Funke, Christine M. |  Ristvedt, Deborah... -  《Expert review of ophthalmology》 - 2025,20(2) - 79~87 - 共9页

摘要: summarizes the consensus opinion of 10 glaucoma experts | . Expert opinion: Within this consensus protocol, each | Introduction: Topical medications are a common |  treatment for glaucoma, but a number of caveats limit |  their long-term utility and sustainability. In recent
关键词: Consensus |  glaucoma |  interventional |  SLT |  MIGS |  procedure |  protocol |  treatment

5. Minimum Adjustment Consensus Optimization Models With Fuzzy Preference Relations: The Perspective of Cardinal and Ordinal Consensus NSTL国家科技图书文献中心

Zhengmin Liu |  Wenxin Wang... -  《IEEE Transactions on Fuzzy Systems》 - 2025,33(2) - 680~693 - 共14页

摘要: consensus models have primarily focused on cardinal |  consensus. In reality, irrespective of whether the |  consensus among DMs, this study introduces two consensus |  FPRs while fostering consensus in terms of preference |  ordinal consensus measurement methods: one precisely
关键词: Biological system modeling |  Optimization models |  Consensus control |  Optimization |  Fuzzy systems |  Economics |  Rendering (computer graphics) |  Position measurement |  Object recognition |  Numerical models

6. Consensus, error estimates and applications of first- and second-order consensus-based optimization algorithms NSTL国家科技图书文献中心

Byeon, Junhyeok |  Ha, Seung-Yeal... -  《Mathematical models and methods in applied sciences》 - 2025,35(2) - 345~401 - 共57页

摘要: understood. Recently, consensus-based optimization (CBO | . consensus and error estimates of CBO. In this paper, we |  recent achievement concerning consensus, convergence | Swarm-intelligence has received a lot of |  attention in relation to the modeling of cooperative
关键词: Consensus-based optimization |  global optimization |  mean-field limit |  particle swarm optimization

7. An Empirical Study on Governance in Bitcoin’s Consensus Evolution NSTL国家科技图书文献中心

JAKOB SVENNEVIK NOTL... |  MARIUSZ NOWOSTAWSKI... -  《ACM transactions on software engineering and methodology》 - 2025,34(3) - 63.1~63.47 - 共47页

摘要:Consensus rule changes in public |  tendencies influence governance processes of consensus |  governance of consensus intertwine from socio-technical |  investigate consensus change processes through grounded |  from 34 consensus forks in two different blockchains
关键词: Blockchain |  Bitcoin |  Consensus |  Evolution |  Governance |  Grounded Theory |  Decision-making

8. Improving Raft Consensus Algorithm with Relay and Lease Mechanism NSTL国家科技图书文献中心

Yufang Sun |  Bing Guo... -  《Blockchain - ICBC 2024》 -  International Conference on Blockchain |  Services Conference Federation - 2025, - 84~94 - 共11页

摘要:Consensus algorithms are critical in | ) algorithms, i.e., Raft, to reach consensus amongst peers as |  consensus algorithm Praft where a relay node-based method |  aforementioned issues. The details of the consensus algorithm |  load by 20%-90% and improve consensus throughput by
关键词: Consensus |  Raft |  Blockchain |  Crash fault tolerance

9. Estimating Completeness of Consensus Models: Geometrical and Distributional Approaches NSTL国家科技图书文献中心

Pedro Strecht |  Joao Mendes-Moreira... -  《Machine Learning,Optimization,and Data Science,Part I》 -  International Conference on Machine Learning,Optimization,and Data Science - 2025, - 464~478 - 共15页

摘要: development of consensus models, which aggregate multiple |  completeness (ensuring that the consensus model covers the |  completeness. Although consensus models tend to be | In many organizations with a distributed |  operation, not only is data collection distributed, but
关键词: Completeness |  Density estimate |  Consensus models

10. A Survey on Consensus Algorithms for Distributed Wireless Networks NSTL国家科技图书文献中心

Jun Cheng Ji |  Chan Tong Lam... -  《The International Conference Optoelectronic Information and Optical Engineering (OIOE2024),Part One of Two Parts》 -  International Conference Optoelectronic Information and Optical Engineering - 2025, - 1351314.1~1351314.10 - 共10页

摘要: consensus-based algorithm can be used to solve the |  each node can reach a consensus based on a consistent | . Consensus algorithms can also be applied for channel |  problems, and fault tolerance problems. Consensus |  consensus algorithms from the perspective of wireless
关键词: Wireless communication |  Consensus algorithm |  Distributed computing |  Federated learning |  Block chain
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