I am looking for examples of the combination of ABM, MO optimization, and game theory, preferably the ones that have been used for practical purposes.
Dear Ali Kamali,
I suggest you to see links and attached files in topic.
-Agent-based modeling and strategic group formation
https://dl.acm.org/citation.cfm?id=3042262
- SERC-2013-TR-021-3 An Advanced Computations Apporach to SOS ...
www.sercuarc.org/.../SERC-2013-TR-021-3-An-Advanced-Computations-Apporach-to-...
- An Optimization Model Based on Game Theory - Semantic Scholar
https://pdfs.semanticscholar.org/.../1e9967629dddce2b3b8aaa5ce9...
- An Intelligent Multi-agent Based Model for ... - ScienceDirect.com
https://www.sciencedirect.com/science/article/pii/.../pdf?... -
Best regards
Hi Ali,
In my knowledge, there are two general methods.
(1) You can transfer the ABM model to dynamic model based on their behavior. Then use optimal control strategies on the dynamic model. Like this paper did: Article Modeling individual fear factor with optimal control in a di...
(2) Consider the behaviors of agents as variables. If you have totally n behaviors, you will get a space with n*t dimension. With optimization methods like Neural Network, Practical swarm optimization or Heuristic. You can find a solution in your n*t dimension. This is our working paper, we will share it when it is published.
Hope this answer helps you a little bit.
Dear Ali,
The answer provided by Dr. Lafifi is recommendable. Please follow.
Ali,
I used ABM in disaster recovery to find the optimal post-disaster recovery strategies to increase the community welfare and decrease the vulnerability of the built environment.
https://www.researchgate.net/publication/281874056_Optimizing_Disaster_Recovery_Strategies_Using_Agent-Based_Simulation
https://www.researchgate.net/publication/315974418_Integrating_the_Social_Vulnerability_of_Host_Communities_and_the_Objective_Functions_of_Associated_Stakeholders_during_Disaster_Recovery_Processes_Using_Agent-Based_Modeling?_sg=-szeo9mTkgT1uhpsdPkuix4vwYl7s776eL_cOt80-vGeP_N-IL0ZqB9rE-SS7I82YzN4LxNWr2pzPPUbmtG427vKw1dUXO8J5Bc8gqMy.sJilFNFwST_l_Rvi3zGFf7gnSEVl0Gyf-LFrl9AHYGsRHmw6uxeNFE3408F9f7T9EjUeq4G7baoL_os3Ig7qLQ
I would also recommend Wood et al. (2016) that integrated ABM and evolutionary game theory.
https://econpapers.repec.org/article/eeejeborg/v_3a132_3ay_3a2016_3ai_3apb_3ap_3a66-78.htm
Hope these help
Mohamed
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