Mechanism design theory in control engineering: A tutorial and overview of applications in communication, power grid, transportation, and security systems

IV Chremos, AA Malikopoulos - IEEE Control Systems …, 2024 - ieeexplore.ieee.org
This article provides an introduction to the theory of mechanism design and its application to
engineering problems. Our aim is to provide the fundamental principles of mechanism …

Mechanism Design Theory in Control Engineering: A Tutorial and Overview of Applications in Communication, Power Grid, Transportation, and Security Systems

IV Chremos, AA Malikopoulos - arXiv preprint arXiv:2212.00756, 2022 - arxiv.org
This article provides an introduction to the theory of mechanism design and its application to
engineering problems. Our aim is to provide the fundamental principles of the theory of …

Fundamental Components and Principles of Supervised Machine Learning Workflows with Numerical and Categorical Data

SI Kampezidou, A Tikayat Ray, AP Bhat… - Eng, 2024 - mdpi.com
This paper offers a comprehensive examination of the process involved in developing and
automating supervised end-to-end machine learning workflows for forecasting and …

Decentralized and Privacy-Preserving Learning of Approximate Stackelberg Solutions in Energy Trading Games With Demand Response Aggregators

SI Kampezidou, J Romberg… - … on Systems, Man …, 2024 - ieeexplore.ieee.org
In the pathway to 2030 electricity generation decarbonization and 2050 net-zero economies,
scalable integration of distributed load can support environmental goals and also help …

Fundamental Components and Principles of Supervised Machine Learning Pipelines with Numerical and Categorical Data

SI Kampezidou, AT Ray, AP Bhat, OJP Fischer… - 2023 - preprints.org
This paper offers a comprehensive examination of the process involved in developing and
automating supervised end-to-end machine learning workflows for forecasting and …

[PDF][PDF] Mechanism Design Theory in Control Engineering

IV Chremos, AA Malikopoulos - 2023 - ids-lab.net
This article provides an introduction to the theory of mechanism design and its application to
engineering problems. Our aim is to provide the fundamental principles of mechanism …