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[null,null,"Titolo",null,"Network games, control and optimization : 10th international conference, NetGCooP 2020, France, September 22-24, 2021 proceedings / / edited by Samson Lasaulce, Panayotis Mertikopoulos, Ariel Orda"]
[null,null,"Pubbl/distr/stampa",null,"Cham, Switzerland : , : Springer, , [2021]"]
[{"$nulls":4},"©2021"]
[null,null,"ISBN",null,"3-030-87473-7"]
[null,null,"Descrizione fisica",null,"1 online resource (322 pages)"]
[null,null,"Collana",null,"Communications in Computer and Information Science ; ; v.1354"]
[null,null,"Disciplina",null,"004.6"]
[null,null,"Soggetti",null,"Mathematical optimization"]
[null,null,"Lingua di pubblicazione",null,"Inglese"]
[null,null,"Formato",null,"Materiale a stampa"]
[null,null,null,"Livello bibliografico","Monografia"]
[null,null,null,"Nota di bibliografia","Includes bibliographical references and index."]
[null,null,"Nota di contenuto",null,"Intro -- Preface -- Organization -- Contents -- Game Theory and Iterative Algorithms Applied to Wireless Communication -- On the Existence and Uniqueness of Nash Equilibria in MIMO Communication Games with a Jammer -- 1 Introduction and Game Theoretic Model -- 2 Existence of Equilibria -- 3 Uniqueness of Equilibria -- References -- A Game-Theoretical Approach for Energy Efficiency in Multiuser MIMO System -- 1 Introduction -- 2 System Model -- 3 Main Results -- 4 Algorithm for Finding NE -- 5 Numeric Results -- 6 Conclusions -- References -- Derivative-Free Optimization over Multi-user MIMO Networks -- 1 Introduction -- 2 Problem Statement -- 3 Derivative-Free Matrix Exponential Learning -- 3.1 The MXL Algorithm -- 3.2 Derivative-Free MXL -- 4 Discussion and Perspectives -- References -- A Friendly Interference Game in Wireless Secret Communication Networks -- 1 Introduction and Problem Formulation -- 2 Basic Optimization Model -- 2.1 Properties of CSi(Ji)'s -- 2.2 The Optimal Power Allocation Policy -- 3 A Friendly Interference Game -- 3.1 Theoretical Analysis -- 3.2 Algorithm to Find (J*, y*) -- 4 Numerical Illustrations -- 5 Conclusions and Future Research -- References -- Slow-Link Adaptation Algorithm for Multi-source Multi-relay Wireless Networks Using Best-Response Dynamics -- 1 Introduction -- 1.1 Research Context -- 1.2 Scope of the Paper -- 2 System Model -- 3 Problem Formulation -- 4 Link Adaptation Best-Response Algorithm -- 5 Numerical Results -- 6 Conclusion -- References -- Stochastic Models for Network Performance Analysis -- Vaccination in a Large "]
[{"$nulls":4},"Population: Mean Field Equilibrium Versus Social Optimum -- 1 SIRV Dynamics -- 2 Cost Functions and Objectives -- 3 Mean Field Limit -- 3.1 Best Response -- 3.2 Threshold Policy -- 4 Social Optimal Strategy -- 5 Numerical Comparisons -- 5.1 Comparison of MFE and Social Optimum."]
[{"$nulls":4},"5.2 Mechanism Design -- References -- Controlling Packet Drops to Improve Freshness of Information -- 1 Introduction -- 2 System with Losses and Fresh Updates -- 2.1 Drop the New Packets (DNP) -- 2.2 Drop the Old Packets (DOP) -- 3 Controlled Drops -- 3.1 Numerically Aided Study -- 4 Conclusions -- References -- Maximizing Amount of Transferred Traffic for Battery Powered Mobiles -- 1 Introduction -- 2 Model -- 3 Analysis and Results -- 4 Maximization of the Average Throughput -- 5 Numerical Applications -- 6 Rising Internal Resistance -- 7 Conclusions -- References -- Game Theory in Mobile and Wireless Networks -- An Ascending Implementation of the Vickrey-Clarke-Groves Mechanism for the Licensed Shared Access -- 1 Introduction -- 2 System Model -- 2.1 Preferences of Base Stations -- 2.2 Why Implementing VCG? -- 3 VCG Ascending Implementation for the LSA Context -- 3.1 Background -- 3.2 VCG Implementation with a Representative per Group -- 3.3 VCG Implementation Without Representatives -- 4 Performance Evaluations -- 4.1 Simulation Settings -- 4.2 Simulation Results -- 5 Conclusion -- References -- Resource Orchestration in Interference-Limited Small Cell Networks: A Contract-Theoretic Approach -- 1 Introduction -- 1.1 State of the Art and Motivation -- 1.2 Contribution and Outline -- 2 System Model -- 3 Optimal Contract Design -- 4 Users' Association Based on Reinforcement Learning -- 5 Numerical Results -- 6 Conclusions and Future Work -- References -- Unlicensed Spectrum for Ultra-Reliable Low-Latency Communication in Multi-tenant Environment -- 1 Introduction -- 2 System Description and Problem Formulation -- 3 Performance Analysis of Medium Access -- 3.1 Performance Analysis of Unlicensed Medium Access -- 3.2 Performance Analysis of Licensed Medium Access -- 3.3 Combined Unlicensed and Licensed Transmission -- 4 On Nash Equilibrium."]
[{"$nulls":4},"5 Numerical Results -- 5.1 Model Validation -- 5.2 Nash Equilibria Illustration -- 5.3 Price of Anarchy -- 6 Conclusion -- References -- Spectrum Sharing Secondary Users in Presence of Multiple Adversaries -- 1 Introduction -- 2 System Model and Assumptions -- 3 Proposed Game-Theoretic Framework -- 3.1 Stability Criteria of Coalitions -- 3.2 Payoff Function Formulation -- 3.3 Coalition Formation Algorithm -- 3.4 Checking for Stability Criterion for the Coalition -- 3.5 Adversarial Attack Model -- 3.6 Channel Allocation -- 4 Simulation Results -- 5 Conclusions -- References -- Scheduling and Resource Allocation Problems in Networks -- Dynamic Bus Dispatch Policies -- 1 Introduction -- 2 System and Problem Description -- 2.1 Bus Travel and (Stop) Inter-arrival Times -- 3 Markov Decision Process (MDP) -- 3.1 Decision Epochs, State and Action Spaces -- 3.2 Performance Measures -- 3.3 The MDP Problem -- 4 Optimal Policies -- 5 Numerical Analysis -- 5.1 Partial Dynamic Policies ch13Journ -- 5.2 Experiments -- 6 Conclusions -- A Appendix -- References -- Multi Objective Decision Making for Virtual Machine Placement in Cloud Computing -- 1 Introduction -- 2 Related Works -- 3 Multi-objective Decision Making: Problem Formulation -- 3.1 Objective Functions -- 3.2 Constraints -- 3.3 Output Parameters -- 4 Solving MODM Problem -- 4.1 Scalarization Method -- 4.2 Algorithms -- 5 Test Environment -- 6 Conclusion -- References -- A Markovian Approach for Improving End-to-End Data Rates in the Internet -- 1 Introduction -- 2 MDP Formulation -- 3 Numerical Results -- 4 Conclusion and Future Work "]
[{"$nulls":4},"-- References -- DNN Based Beam Selection in mmW Heterogeneous Networks -- 1 Introduction -- 2 System Model -- 3 Problem Formulation -- 4 Deep Neural Network Model -- 4.1 Base Network -- 4.2 mmW BS Selection Network -- 4.3 Beam Selection Network -- 4.4 Discussions."]
[{"$nulls":4},"5 Simulation Results and Evaluation -- 5.1 Simulation Environment -- 5.2 Performance Evaluation -- 6 Conclusion -- References -- A Bilevel Model for Centralized Optimization of Charging Stops for EV on Highways -- 1 Introduction -- 2 Problem Statement -- 3 The Proposed Bilevel Model -- 4 Solution Algorithm for the NLBLP -- 5 Preliminary Experiments -- 6 Conclusion -- References -- Coordinated Scheduling Based on Automatic Neighbor Beam Relation -- 1 Introduction -- 2 System Model -- 3 Coordinated Self-organizing Scheduling -- 3.1 Architecture Framework -- 3.2 ANBR-Assisted Coordinated Scheduling -- 4 Numerical Results -- 4.1 Simulation Scenario -- 4.2 Performance Analysis -- 5 Conclusion -- References -- Advance in Game Theory -- Financial Replicator Dynamics: Emergence of Systemic-Risk-Averting Strategies -- 1 Introduction -- 2 Large Population Finance Network -- 3 Asymptotic Approximation of the Large Networks -- 4 Analysis of Replicator Dynamics -- 4.1 Average Dynamics -- 4.2 Random Dynamics -- 5 Numerical Observations -- 6 Conclusions -- References -- Impact of Private Observation in the Bayesian Persuasion Game -- 1 Introduction -- 1.1 State of the Art -- 1.2 Contributions -- 2 Notations -- 3 Concavification Problems -- 4 Example with Binary Source and State -- 4.1 Persuasion Without Side Information (Equation for 0) -- 4.2 Persuasion with Side Information (Equation for ) -- 5 Numerical Simulations -- 5.1 Encoder's Optimal Payoff Values -- 5.2 Impact of the Decoder's Private Signal -- 5.3 Impact of the Number of Posteriors -- References -- Social Networks -- Optimal Campaign Strategy for Social Media Marketing with a Contrarian Population -- 1 Introduction -- 2 Problem Statement -- 3 Analysis -- 4 Numerical Illustration -- 5 Conclusion -- A  Appendix -- References -- A Dynamic Game Formulation for Control of Opinion Dynamics over Social Networks."]
[{"$nulls":4},"1 Introduction -- 2 Problem Statement -- 3 Analysis -- 3.1 Best Response to a Given Opponent Strategy -- 3.2 Nash Equilibrium -- 4 Numerical Illustration -- 5 Conclusion -- References -- Opinion Dynamics with Multi-body Interactions -- 1 Introduction -- 2 A Multi-body Interaction Model for Non-linear Consensus -- 3 Results -- 3.1 Reduction to Network Model and Higher-Order Effects -- 3.2 Convergence to Consensus and Average-Opinion Dynamics -- 3.3 Shifts Towards Majority Opinions on Complete Graphs -- 3.4 Opinion Dynamics in Clustered Systems -- 3.5 Time-Scale Separations in Clustered Systems and Multi-body Interactions -- 4 Conclusion -- References -- Modeling Limited Attention in Opinion Dynamics by Topological Interactions -- 1 Introduction -- 2 Mathematical Model -- 3 Analysis -- 3.1 Equilibria -- 3.2 Dynamical Properties -- 3.3 Special Case k=1 -- 3.4 Stability and Robustness of Equilibria -- 4 Conclusion -- References -- Electrical Networks -- Optimal Pricing Approach Based on Expected Utility Maximization with Partial Information -- 1 Introduction -- 2 System Model -- 2.1 Utility Function of Consumers -- 2.2 The Cost Function of the Provider -- 3 Problem Formulation -- 3.1 Demand Side Response of Consumers -- 3.2 Expected Social Welfare Maximization Problem -- 4 Optimal Consumption Prediction and Price -- 4.1 Optimal Prediction of the Total Power Consumption -- 4.2 Optimal Price -- 5 Simulation Results -- References -- Price Formation and Optimal Trading in Intraday Electricity Markets -- 1 Introduction -- 2 The Model -- 3 A Complete Information Game -- 4 An Incomplete Information Game -- 5 Numerical Illustration -- 5.1 Data Presentation "]
[{"$nulls":4},"-- 5.2 Price Impact -- 5.3 Volatility -- 6 Conclusion -- A  Appendix -- References -- Distributed Static State Feedback Control for DC Microgrids -- 1 Introduction -- 2 Notation and Preliminaries."]
[{"$nulls":4},"3 DC Microgrid Model."]