Network Games

Network Games
Author :
Publisher : Springer Nature
Total Pages : 143
Release :
ISBN-10 : 9783031792489
ISBN-13 : 3031792483
Rating : 4/5 (483 Downloads)

Book Synopsis Network Games by : Asu Ozdaglar

Download or read book Network Games written by Asu Ozdaglar and published by Springer Nature. This book was released on 2022-05-31 with total page 143 pages. Available in PDF, EPUB and Kindle. Book excerpt: Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information. However, most of today's networks are large-scale with lack of access to centralized information, consist of users with diverse requirements, and are subject to dynamic changes. These factors naturally motivate a new distributed control paradigm, where the network infrastructure is kept simple and the network control functions are delegated to individual agents which make their decisions independently ("selfishly"). The interaction of multiple independent decision-makers necessitates the use of game theory, including economic notions related to markets and incentives. This monograph studies game theoretic models of resource allocation among selfish agents in networks. The first part of the monograph introduces fundamental game theoretic topics. Emphasis is given to the analysis of dynamics in game theoretic situations, which is crucial for design and control of networked systems. The second part of the monograph applies the game theoretic tools for the analysis of resource allocation in communication networks. We set up a general model of routing in wireline networks, emphasizing the congestion problems caused by delay and packet loss. In particular, we develop a systematic approach to characterizing the inefficiencies of network equilibria, and highlight the effect of autonomous service providers on network performance. We then turn to examining distributed power control in wireless networks. We show that the resulting Nash equilibria can be efficient if the degree of freedom given to end-users is properly designed. Table of Contents: Static Games and Solution Concepts / Game Theory Dynamics / Wireline Network Games / Wireless Network Games / Future Perspectives


Network Games Related Books

Network Games
Language: en
Pages: 143
Authors: Asu Ozdaglar
Categories: Computers
Type: BOOK - Published: 2022-05-31 - Publisher: Springer Nature

GET EBOOK

Traditional network optimization focuses on a single control objective in a network populated by obedient users and limited dispersion of information. However,
Linear Network Optimization
Language: en
Pages: 384
Authors: Dimitri P. Bertsekas
Categories: Business & Economics
Type: BOOK - Published: 1991 - Publisher: MIT Press

GET EBOOK

Linear Network Optimization presents a thorough treatment of classical approaches to network problems such as shortest path, max-flow, assignment, transportatio
Communication Networks
Language: en
Pages: 365
Authors: R. Srikant
Categories: Computers
Type: BOOK - Published: 2014 - Publisher: Cambridge University Press

GET EBOOK

A modern mathematical approach to the design of communication networks for graduate students, blending control, optimization, and stochastic network theories al
Networking Games
Language: en
Pages: 324
Authors: Vladimir Mazalov
Categories: Business & Economics
Type: BOOK - Published: 2019-01-08 - Publisher: Academic Press

GET EBOOK

Networking Games: Network Forming Games and Games on Networks applies game theory methods to network analyses. Its concentration on rigorous mathematical techni
Network Games, Control and Optimization
Language: en
Pages: 322
Authors: Samson Lasaulce
Categories: Computers
Type: BOOK - Published: 2021-09-23 - Publisher: Springer Nature

GET EBOOK

This book constitutes the conference proceedings of the 10th International Conference on Network Games, Control and Optimization, NETGCOOP 2020, held in Cargès