AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations
Abstract
This paper presents the Adaptive Decision Support for Electricity Markets Negotiations (AiD-EM) system. AiD-EM is a multi-agent system that provides decision support to market players by incorporating multiple sub-(agent-based) systems, directed to the decision support of specific problems. These sub-systems make use of different artificial intelligence methodologies, such as machine learning and evolutionary computing, to enable players adaptation in the planning phase and in actual negotiations in auction-based markets and bilateral negotiations. AiD-EM demonstration is enabled by its connection to MASCEM (Multi-Agent Simulator of Competitive Electricity Markets).
Cite
Text
Pinto and Vale. "AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations." International Joint Conference on Artificial Intelligence, 2019. doi:10.24963/IJCAI.2019/957Markdown
[Pinto and Vale. "AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations." International Joint Conference on Artificial Intelligence, 2019.](https://mlanthology.org/ijcai/2019/pinto2019ijcai-aid/) doi:10.24963/IJCAI.2019/957BibTeX
@inproceedings{pinto2019ijcai-aid,
title = {{AiD-EM: Adaptive Decision Support for Electricity Markets Negotiations}},
author = {Pinto, Tiago and Vale, Zita A.},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {2019},
pages = {6563-6565},
doi = {10.24963/IJCAI.2019/957},
url = {https://mlanthology.org/ijcai/2019/pinto2019ijcai-aid/}
}