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Modeling collective behaviors: A moment-based approach
| Content Provider | Semantic Scholar |
|---|---|
| Author | Zhang, Silun Ringh, Axel Hu, Xiaoming Karlsson, Johan |
| Copyright Year | 2018 |
| Abstract | In this work we introduce an approach for modeling and analyzing collective behavior of a group of agents using moments. We represent the occupation measure of the group of agents by their moments and show how the dynamics of the moments can be modeled. Then approximate trajectories of the moments can be computed and an inverse problem is solved to recover macro-scale properties of the group of agents. To illustrate the theory, a numerical example with interactions between the agents is given. |
| File Format | PDF HTM / HTML |
| DOI | 10.1109/TAC.2020.2976315 |
| Alternate Webpage(s) | https://arxiv.org/pdf/1804.02671v3.pdf |
| Alternate Webpage(s) | https://doi.org/10.1109/TAC.2020.2976315 |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
