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Distributed Optimization Game and Learning Algorithms Theory and Applications in Smart Grid Systems 1st Edition by Huiwei 9789813345287 9813345284

Name: Distributed Optimization Game and Learning Algorithms Theory and Applications in Smart Grid Systems 1st Edition by Huiwei 9789813345287 9813345284
SKU: EB-36373782
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Distributed Optimization Game and Learning Algorithms Theory and Applications in Smart Grid Systems 1st Edition Huiwei Wang Huaqing Li Bo Zhou Digital Instant Download

Author(s): Huiwei Wang Huaqing Li Bo Zhou

Edition: 1

File Details: PDF, 7.29 MB

Year: 2021

Language: english

SKU: EB-36373782 Category: Computers - Algorithms and Data Structures Tags: Applications, Distributed Optimization, Game, Learning Algorithms

Description

Distributed Optimization Game and Learning Algorithms Theory and Applications in Smart Grid Systems 1st Edition Huiwei Wang Huaqing Li Bo Zhou – Ebook PDF Instant Download/Delivery, ISBN: 9789813345287, 9813345284

Product details:

ISBN 10:9813345284
ISBN 13:9789813345287
Author: Huiwei

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

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.

Table contents:

1. Cooperative Distributed Optimization in Multiagent Networks with Delays
2. Constrained Consensus of Multi-agent Systems with Time-Varying Topology
3. Distributed Optimization Under Inequality Constraints and Random Projections
4. Accelerated Distributed Optimization over Digraphs with Stochastic Matrices
5. Linear Convergence for Constrained Optimization Over Time-Varying Digraphs
6. Stochastic Gradient-Push for Economic Dispatch on Time-Varying Digraphs
7. Reinforcement Learning in Energy Trading Game Among Smart Microgrids
8. Reinforcement Learning for Constrained Games with Incomplete Information
9. Reinforcement Learning for PHEV Route Choice Based on Congestion Game

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