𝔖 Scriptorium
✦   LIBER   ✦

πŸ“

Distributed Optimization, Game and Learning Algorithms: Theory and Applications in Smart Grid Systems

✍ Scribed by Huiwei Wang, Huaqing Li, Bo Zhou


Publisher
Springer
Year
2021
Tongue
English
Leaves
234
Edition
1st ed. 2021
Category
Library

⬇  Acquire This Volume

No coin nor oath required. For personal study only.

✦ Synopsis


This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for the researcher and engineer who uses distributed optimization, game and learning theory in fields like dynamic economic dispatch, demand response management and PHEV routing of smart grids.


πŸ“œ SIMILAR VOLUMES


Distributed Optimization, Game and Learn
✍ Huiwei Wang, Huaqing Li, Bo Zhou πŸ“‚ Library πŸ“… 2021 πŸ› Springer 🌐 English

This book provides the fundamental theory of distributed optimization, game and learning. It includes those working directly in optimization,-and also many other issues like time-varying topology, communication delay, equality or inequality constraints,-and random projections. This book is meant for

Distributed Optimization in Networked Sy
✍ Qingguo LΓΌ, Xiaofeng Liao, Huaqing Li, Shaojiang Deng, Shanfu Gao πŸ“‚ Library πŸ“… 2023 πŸ› Springer 🌐 English

<p><span>This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learn

Distributed Optimization in Networked Sy
✍ Qingguo LΓΌ; Xiaofeng Liao; Huaqing Li; Shaojiang Deng; Shanfu Gao πŸ“‚ Library πŸ“… 2023 πŸ› Springer Nature 🌐 English

This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learning). Rea

Rendezvous in Distributed Systems : Theo
✍ Gu, Zhaoquan; Hua, Qiang-Sheng; Lau, Francis C. M.; Wang, Yuexuan πŸ“‚ Library πŸ“… 2017 πŸ› Springer Singapore 🌐 English

This book introduces novel solutions to the rendezvous problem in distributed systems, a fundamental problem that underpins the construction of many important functions in distributed systems and networks. The book covers rendezvous theories, distributed rendezvous algorithms, and rendezvous applica

Distributed Control and Optimization Tec
✍ Fanghong Guo, Changyun Wen, Yong-Duan Song πŸ“‚ Library πŸ“… 2018 πŸ› CRC Press 🌐 English

<P>The book aims to equalize the theoretical involvement with industrial practicality and build a bridge between academia and industry by reducing the mathematical difficulties. It provides an overview of distributed control and distributed optimization theory, followed by specific details on indust

Efficient Auction Games: Theories, Algor
✍ Zhongjing Ma, Suli Zou πŸ“‚ Library πŸ“… 2020 πŸ› Springer 🌐 English

<p><span>This book focuses on the design of efficient &amp; dynamic methods to allocate divisible resources under various auction mechanisms, discussing their applications in power &amp; microgrid systems and the V2G &amp; EV charging coordination problems in smart grids. It describes the design of