We consider a discrete-time model of a population of agents participating in a minority game using a quantum cognition in an approach with binary choices. As the agents make decisions based on both their present and past states, the model is inherently two-dimensional, but can be reduced to a one-dimensional system governed by a bi-valued function. Through this reduction, we prove how the complex bifurcation structure in the model's 2D parameter space can be explained by a few codimension-2 bifurcation points of a type not yet reported in the literature. These points act as organizing centers for period-adding structures that partially overlap, leading to bistability.

Codimension-2 Bifurcations in a Quantum Decision Making Model

Merlone U.
Last
2023-01-01

Abstract

We consider a discrete-time model of a population of agents participating in a minority game using a quantum cognition in an approach with binary choices. As the agents make decisions based on both their present and past states, the model is inherently two-dimensional, but can be reduced to a one-dimensional system governed by a bi-valued function. Through this reduction, we prove how the complex bifurcation structure in the model's 2D parameter space can be explained by a few codimension-2 bifurcation points of a type not yet reported in the literature. These points act as organizing centers for period-adding structures that partially overlap, leading to bistability.
2023
33
13
2330032
2330050
Border collision bifurcation; codimension-2 bifurcation; period adding; quantum cognition; binary choices; degenerate+1 bifurcation
Avrutin V.; Dal Forno A.; Merlone U.
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2318/1966752
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