Achieving geometric convergence for distributed optimization with Barzilai-Borwein step sizes

Science China Information Sciences ◽

10.1007/s11432-020-3256-x ◽

2021 ◽

Vol 65 (4) ◽

Author(s):

Juan Gao ◽

Xin-Wei Liu ◽

Yu-Hong Dai ◽

Yakui Huang ◽

Peng Yang

Keyword(s):

Distributed Optimization ◽

Geometric Convergence

Download Full-text

Finite Rate Quantized Distributed optimization with Geometric Convergence

2018 52nd Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/acssc.2018.8645345 ◽

2018 ◽

Author(s):

Chang-Shen Lee ◽

Nicolo Michelusi ◽

Gesualdo Scutari

Keyword(s):

Distributed Optimization ◽

Finite Rate ◽

Geometric Convergence

Download Full-text

Achieving Geometric Convergence for Distributed Optimization Over Time-Varying Graphs

SIAM Journal on Optimization ◽

10.1137/16m1084316 ◽

2017 ◽

Vol 27 (4) ◽

pp. 2597-2633 ◽

Author(s):

Angelia Nedić ◽

Alex Olshevsky ◽

Wei Shi

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Geometric Convergence ◽

Over Time ◽

Time Varying Graphs

Download Full-text

The Walrasian equilibrium and centralized distributed optimization in terms of modern convex optimization methods on the example of resource allocation problem

Сибирский журнал вычислительной математики ◽

10.15372/sjnm20190403 ◽

2019 ◽

Keyword(s):

Resource Allocation ◽

Convex Optimization ◽

Distributed Optimization ◽

Optimization Methods ◽

Allocation Problem ◽

Walrasian Equilibrium ◽

Resource Allocation Problem

Download Full-text

Autonomous Distributed Optimization Algorithm for Intelligent Lighting System

IEEJ Transactions on Electronics Information and Systems ◽

10.1541/ieejeiss.130.750 ◽

2010 ◽

Vol 130 (5) ◽

pp. 750-757 ◽

Author(s):

Keiko Ono ◽

Mitsunori Miki ◽

Motoi Yonezawa

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Lighting System

Download Full-text

Distributed optimization of power profiles on a local energy community using blockchain

2020 5th International Conference on Smart and Sustainable Technologies (SpliTech) ◽

10.23919/splitech49282.2020.9243791 ◽

2020 ◽

Author(s):

Matthieu Stephant ◽

Kahina Hassam-Ouari ◽

Dhaker Abbes ◽

Antoine Labrunie ◽

Benoit Robyns

Keyword(s):

Distributed Optimization ◽

Local Energy ◽

Energy Community

Download Full-text

Distributed Optimization for Power and Energy Systems

Advanced Data Analytics for Power Systems ◽

10.1017/9781108859806.022 ◽

2021 ◽

pp. 400-430

Author(s):

Emiliano Dall’Anese ◽

Nikolaos Gatsis

Keyword(s):

Distributed Optimization ◽

Energy Systems ◽

Power And Energy Systems ◽

Power And Energy

Download Full-text

Design of agricultural ontology based on levy flight distributed optimization and Naïve Bayes classifier

Sadhana ◽

10.1007/s12046-021-01652-x ◽

2021 ◽

Vol 46 (3) ◽

Author(s):

Deepa Rajendran ◽

S Vigneshwari

Keyword(s):

Naive Bayes ◽

Distributed Optimization ◽

Naïve Bayes ◽

Naive Bayes Classifier ◽

Lévy Flight ◽

Bayes Classifier ◽

Naïve Bayes Classifier ◽

Download Full-text

Logarithmic Communication for Distributed Optimization in Multi-Agent Systems

ACM SIGMETRICS Performance Evaluation Review ◽

10.1145/3410048.3410105 ◽

2020 ◽

Vol 48 (1) ◽

pp. 97-98

Author(s):

Palma London ◽

Shai Vardi ◽

Adam Wierman

Keyword(s):

Distributed Optimization ◽

Multi Agent Systems ◽

Agent Systems ◽

Download Full-text

Learning-based Adaptive Quantization for Communication-efficient Distributed Optimization with ADMM

2020 54th Asilomar Conference on Signals, Systems, and Computers ◽

10.1109/ieeeconf51394.2020.9443553 ◽

2020 ◽

Author(s):

Truong X. Nghiem ◽

Aldo Duarte ◽

Shuangqing Wei

Keyword(s):

Distributed Optimization ◽

Adaptive Quantization

Download Full-text

Linear Convergence for Distributed Optimization Without Strong Convexity

2020 59th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc42340.2020.9304381 ◽

2020 ◽

Author(s):

Xinlei Yi ◽

Shengjun Zhang ◽

Tao Yang ◽

Tianyou Chai ◽

Karl H. Johansson

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

Strong Convexity

Download Full-text