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Simulating Bounded Rationality in Decision-Making: An Agent-Based Choice Modelling of Vehicle Purchasing
Publicatietype: In proceedings
Citatie:
Boektitel: Proceedings of the Social Simulation Conference
Jaar: 2022
Maand: September
Hoe_uitgegeven: to be published in the Proceedings of the Social Simulation Conference 2022
DOI: 10.1007/978-3-031-34920-1_34
Samenvatting: This paper investigates the possibility of simulating bounded rationality effects in an agent’s decision-making scheme by limiting its capability of perceiving information and utilising a decision-making framework of Triandis’ Theory of Interpersonal Behaviour. Based on previous work on an agent-based platform, BedDeM, we propose how to capture the effects of sequential, emotional, habitual and multi-criteria decision-making. The Perception component in the agent is further extended to take into account confirmation bias and the bandwagon effect. We demonstrate the functionality of this model in the context of purchasing vehicles in Switzerland’s households.
Trefwoorden:
Auteurs Nguyen, Khoa
Piana, Valentino
Schumann, René
Toegevoegd door: []
Totaalscore: 0
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