Making a script computationally feasible
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Joel Schelander on 29 Mar 2021
My script calculates the electricity consumption of households and EVs.
I have 400 EVs and 36 households. The issue is that I will get a very large number of combinations, I need to somehow sample my data to be able to handle it.
For each combination of vehicle and household, there will be an I-value, denoting how much the electricity consumption increases. Each household will have a matrix
with I-values, denoting all possible combinations of EVs. All these are stored in a cell array. If every household has one vehicle, the number of possible combinations are 4.7223664828e+93.
How can I overcome this?
Steven Lord on 29 Mar 2021
What is your end goal? Is it to assign 36 of the electric vehicles to the 36 households, one per household, to minimize the energy consumption? If so see the matchpairs function.
Is it to partition the list of electric vehicles into 36 sets, one per household, such that the total consumption is minimized?
Or is it something else? If so please explain your goal in more detail.