Is it possible to do a micro-simulation using Agents.jl? Some software pretend to do ABM and micro-simulation. Can it be real? What would be the right packages to do it in Julia?
My guess is that Agents.jl would be a reasonable choice for micro-simulations, but I think its applicability could vary from case to case. ABM is generally well suited for modeling the interactions among discrete, heterogeneous entities. Is there a specific type of simulation that you are interested in performing? Having more information about your use case would give us a basis for specific recommendations.
A possible example would be the estimation of the gender pension gap in my country in the next 20 years. I know that this has already been done using DYNAPOR and LIAM2 platform, but I am interested to see if there is any work done in Julia. I think there is some work on microsimulation in Julia done by Graham Stark on taxation, poverty and inequality.
I suppose there could be multiple ways to model the gender pension gap. So really, it would come down to the modeling approach and assumptions that you are using. For example, the spread of a virus could be modeled with differential equations (e.g., SIR model), or agent based models. Often times, differential equations are used when mathematical abstractions are a good approximation and you can describe how relevant quantities are changing. ABMs might be better when there is significant heterogeneity, or discreteness which is difficult to boil down to a set of equations.
Without knowing much about your specific model, its difficult to say whether Agents.jl would be a good fit. Nonetheless, its very flexible and has lots features, examples, and documentation.
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