[WIP] nonlocal stability measure estimator #165
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…o the AttractorMapper framework. Also added global continuation and plotting functionality
…rk of Attractors.jl.
| mutable struct StabilityMeasuresAccumulator <: AttractorMapper | ||
| mapper::AttractorMapper | ||
| ds::DynamicalSystem | ||
| basin_points::Dict{Int64, StateSpaceSet} |
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All these dictionaries should state StateSpaceSet{D, T} and {D, T} should be type parameters of the struct.
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What's the cleanest way to extract the specific {D, T} from a given mapper?
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D = dimension(ds)
T = eltype(current_state(ds))
| * `finite_time_basin_stability`: Same as `finite_time_basin_fractions`, but the | ||
| initial conditions are weighted by the probability density of the distribution | ||
| `d`. | ||
| * `persistence`: Trajectories from all points of the attractor are evolved under |
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I think this is special. Measures that require parameter change do not fit to this interface. We need to create another function for them I think...
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Yes I agree. Can we still include it in this PR/ file though?
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Sure, if you want to, but it has to be a separate function for source code clarity. It would be a function you run after global_continuation has finished and you utilize the attractors_cont output.
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plotting is simple, we don't need a specialized function: attractors_cont, all_measures = global_cont(stability_accumulator)
all_measures = vector ( dictonary ( measure_name => dictionary (id => number) ) )
mcs = [dicts["minimal_fatal_shock_magnitude"] for dicts in all_measures]
plot_continuation_curves(mcs, parameter_curve) |
This PR is by @andreasmorr and adds a nonlocal stability estimator construct that can compute every nonlocal stability measure at once during finding attractors and/or during the continuation.