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]
},
"execution_count": 40,
"metadata": {},
"output_type": "execute_result"
"gr()\n",
"getVal(a::Measurement) = a.val\n",
"getVal(a::Float64)=a\n",
"# Plot two colums against each other with coloring of a thirs\n",
"x = getVal.(results.dt_earliest_pickup)\n",
"y = getVal.(results.resubmission_time_factor)\n",
"z = getVal.(results.resubmitted_served_percentage)\n",
"\n",
"scatter(x, y,marker_z = z, markershape = :rect)\n",
"xlabel!(\"Δt\")\n",
"ylabel!(\"resubmission factor \" * L\"a\")\n",
"title!(\"resubmitted_served_percentage\")"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Pareto Fronts"
]
},
{
"cell_type": "code",
"execution_count": 6,
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"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"paretoCheck (generic function with 2 methods)"
]
},
"execution_count": 6,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"#Plot Paretho front\n",
"function paretoCheck(x, paretoParams, pointcloud, better= <=)\n",
" # Usage: filter(x->parethoCheck(x, pointcloud), pointcloud)\n",
" for p in pointcloud\n",
" for p in parethoParams\n",
" row = \n",
" end\n",
" sum(better.(p,x)) == length(x) ? (return false) : nothing\n",
" end\n",
" return true\n",
"end\n",
"\n",
"#gib true zurück, wenn ein x_i besser ist als das entsprechende p_i für alle p_s, wo die reslichen p_j schlechter sind\n",
"# Paretho Optimal: x ist in einer Richtung besser, als alle, die in anderen Richtungen besser sind.\n",
"# Oder wenn ich einen Punkt finde, der in mehr als einer Richtung besser ist als x, dann ist \n"
]
},
{
"cell_type": "code",
"execution_count": null,
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"metadata": {},
"outputs": [],
"source": [
"paretoPoints = []\n",
"paretoParams = [:served, :travelling_time]\n",
"\n",
"\n",
"for row in results\n",
" if paretoCheck(row, paretoParams, results)\n",
" push!(paretoPoints, row)\n",
" end\n",
"end\n",
"paretoDf = DataFrame(paretoPoints[1])\n",
"for row in paretoPoints\n",
" push!(paretoDf, row)\n",
"end\n",
"x = paretoDf[!, paretoParams[1]]\n",
"y = paretoDf[!, paretoParams[2]]\n",
"plot(x, y)"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Julia 1.7.1",
"language": "julia",
"name": "julia-1.7"
},
"language_info": {
"file_extension": ".jl",
"mimetype": "application/julia",
"name": "julia",
"version": "1.7.1"