mirror of https://github.com/ANL-CEEESA/RELOG.git
commit
6b1b62c658
GPG Key ID:
0DA8E4B9E1109DCA
@ -0,0 +1 @@
|
|||||||
|
data
|
||||||
@ -0,0 +1,608 @@
|
|||||||
|
# This file is machine-generated - editing it directly is not advised
|
||||||
|
|
||||||
|
julia_version = "1.9.0"
|
||||||
|
manifest_format = "2.0"
|
||||||
|
project_hash = "6050446040717864eaea84cf3a5f066d959d36dd"
|
||||||
|
|
||||||
|
[[deps.ArgTools]]
|
||||||
|
uuid = "0dad84c5-d112-42e6-8d28-ef12dabb789f"
|
||||||
|
version = "1.1.1"
|
||||||
|
|
||||||
|
[[deps.Artifacts]]
|
||||||
|
uuid = "56f22d72-fd6d-98f1-02f0-08ddc0907c33"
|
||||||
|
|
||||||
|
[[deps.Base64]]
|
||||||
|
uuid = "2a0f44e3-6c83-55bd-87e4-b1978d98bd5f"
|
||||||
|
|
||||||
|
[[deps.BenchmarkTools]]
|
||||||
|
deps = ["JSON", "Logging", "Printf", "Profile", "Statistics", "UUIDs"]
|
||||||
|
git-tree-sha1 = "f1f03a9fa24271160ed7e73051fba3c1a759b53f"
|
||||||
|
uuid = "6e4b80f9-dd63-53aa-95a3-0cdb28fa8baf"
|
||||||
|
version = "1.4.0"
|
||||||
|
|
||||||
|
[[deps.Bzip2_jll]]
|
||||||
|
deps = ["Artifacts", "JLLWrappers", "Libdl", "Pkg"]
|
||||||
|
git-tree-sha1 = "9e2a6b69137e6969bab0152632dcb3bc108c8bdd"
|
||||||
|
uuid = "6e34b625-4abd-537c-b88f-471c36dfa7a0"
|
||||||
|
version = "1.0.8+1"
|
||||||
|
|
||||||
|
[[deps.CRC]]
|
||||||
|
git-tree-sha1 = "b7ba7f0d727433c961909b329c4d2263268da4c9"
|
||||||
|
uuid = "44b605c4-b955-5f2b-9b6d-d2bd01d3d205"
|
||||||
|
version = "4.0.0"
|
||||||
|
|
||||||
|
[[deps.CSV]]
|
||||||
|
deps = ["CodecZlib", "Dates", "FilePathsBase", "InlineStrings", "Mmap", "Parsers", "PooledArrays", "PrecompileTools", "SentinelArrays", "Tables", "Unicode", "WeakRefStrings", "WorkerUtilities"]
|
||||||
|
git-tree-sha1 = "679e69c611fff422038e9e21e270c4197d49d918"
|
||||||
|
uuid = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
|
||||||
|
version = "0.10.12"
|
||||||
|
|
||||||
|
[[deps.CodeTracking]]
|
||||||
|
deps = ["InteractiveUtils", "UUIDs"]
|
||||||
|
git-tree-sha1 = "c0216e792f518b39b22212127d4a84dc31e4e386"
|
||||||
|
uuid = "da1fd8a2-8d9e-5ec2-8556-3022fb5608a2"
|
||||||
|
version = "1.3.5"
|
||||||
|
|
||||||
|
[[deps.CodecBzip2]]
|
||||||
|
deps = ["Bzip2_jll", "Libdl", "TranscodingStreams"]
|
||||||
|
git-tree-sha1 = "9b1ca1aa6ce3f71b3d1840c538a8210a043625eb"
|
||||||
|
uuid = "523fee87-0ab8-5b00-afb7-3ecf72e48cfd"
|
||||||
|
version = "0.8.2"
|
||||||
|
|
||||||
|
[[deps.CodecZlib]]
|
||||||
|
deps = ["TranscodingStreams", "Zlib_jll"]
|
||||||
|
git-tree-sha1 = "59939d8a997469ee05c4b4944560a820f9ba0d73"
|
||||||
|
uuid = "944b1d66-785c-5afd-91f1-9de20f533193"
|
||||||
|
version = "0.7.4"
|
||||||
|
|
||||||
|
[[deps.CommonSubexpressions]]
|
||||||
|
deps = ["MacroTools", "Test"]
|
||||||
|
git-tree-sha1 = "7b8a93dba8af7e3b42fecabf646260105ac373f7"
|
||||||
|
uuid = "bbf7d656-a473-5ed7-a52c-81e309532950"
|
||||||
|
version = "0.3.0"
|
||||||
|
|
||||||
|
[[deps.Compat]]
|
||||||
|
deps = ["TOML", "UUIDs"]
|
||||||
|
git-tree-sha1 = "c955881e3c981181362ae4088b35995446298b80"
|
||||||
|
uuid = "34da2185-b29b-5c13-b0c7-acf172513d20"
|
||||||
|
version = "4.14.0"
|
||||||
|
weakdeps = ["Dates", "LinearAlgebra"]
|
||||||
|
|
||||||
|
[deps.Compat.extensions]
|
||||||
|
CompatLinearAlgebraExt = "LinearAlgebra"
|
||||||
|
|
||||||
|
[[deps.CompilerSupportLibraries_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "e66e0078-7015-5450-92f7-15fbd957f2ae"
|
||||||
|
version = "1.0.2+0"
|
||||||
|
|
||||||
|
[[deps.CoordinateTransformations]]
|
||||||
|
deps = ["LinearAlgebra", "StaticArrays"]
|
||||||
|
git-tree-sha1 = "f9d7112bfff8a19a3a4ea4e03a8e6a91fe8456bf"
|
||||||
|
uuid = "150eb455-5306-5404-9cee-2592286d6298"
|
||||||
|
version = "0.6.3"
|
||||||
|
|
||||||
|
[[deps.Crayons]]
|
||||||
|
git-tree-sha1 = "249fe38abf76d48563e2f4556bebd215aa317e15"
|
||||||
|
uuid = "a8cc5b0e-0ffa-5ad4-8c14-923d3ee1735f"
|
||||||
|
version = "4.1.1"
|
||||||
|
|
||||||
|
[[deps.DataAPI]]
|
||||||
|
git-tree-sha1 = "abe83f3a2f1b857aac70ef8b269080af17764bbe"
|
||||||
|
uuid = "9a962f9c-6df0-11e9-0e5d-c546b8b5ee8a"
|
||||||
|
version = "1.16.0"
|
||||||
|
|
||||||
|
[[deps.DataFrames]]
|
||||||
|
deps = ["Compat", "DataAPI", "DataStructures", "Future", "InlineStrings", "InvertedIndices", "IteratorInterfaceExtensions", "LinearAlgebra", "Markdown", "Missings", "PooledArrays", "PrecompileTools", "PrettyTables", "Printf", "REPL", "Random", "Reexport", "SentinelArrays", "SortingAlgorithms", "Statistics", "TableTraits", "Tables", "Unicode"]
|
||||||
|
git-tree-sha1 = "04c738083f29f86e62c8afc341f0967d8717bdb8"
|
||||||
|
uuid = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
|
||||||
|
version = "1.6.1"
|
||||||
|
|
||||||
|
[[deps.DataStructures]]
|
||||||
|
deps = ["Compat", "InteractiveUtils", "OrderedCollections"]
|
||||||
|
git-tree-sha1 = "1fb174f0d48fe7d142e1109a10636bc1d14f5ac2"
|
||||||
|
uuid = "864edb3b-99cc-5e75-8d2d-829cb0a9cfe8"
|
||||||
|
version = "0.18.17"
|
||||||
|
|
||||||
|
[[deps.DataValueInterfaces]]
|
||||||
|
git-tree-sha1 = "bfc1187b79289637fa0ef6d4436ebdfe6905cbd6"
|
||||||
|
uuid = "e2d170a0-9d28-54be-80f0-106bbe20a464"
|
||||||
|
version = "1.0.0"
|
||||||
|
|
||||||
|
[[deps.Dates]]
|
||||||
|
deps = ["Printf"]
|
||||||
|
uuid = "ade2ca70-3891-5945-98fb-dc099432e06a"
|
||||||
|
|
||||||
|
[[deps.DiffResults]]
|
||||||
|
deps = ["StaticArraysCore"]
|
||||||
|
git-tree-sha1 = "782dd5f4561f5d267313f23853baaaa4c52ea621"
|
||||||
|
uuid = "163ba53b-c6d8-5494-b064-1a9d43ac40c5"
|
||||||
|
version = "1.1.0"
|
||||||
|
|
||||||
|
[[deps.DiffRules]]
|
||||||
|
deps = ["IrrationalConstants", "LogExpFunctions", "NaNMath", "Random", "SpecialFunctions"]
|
||||||
|
git-tree-sha1 = "23163d55f885173722d1e4cf0f6110cdbaf7e272"
|
||||||
|
uuid = "b552c78f-8df3-52c6-915a-8e097449b14b"
|
||||||
|
version = "1.15.1"
|
||||||
|
|
||||||
|
[[deps.Distances]]
|
||||||
|
deps = ["LinearAlgebra", "Statistics", "StatsAPI"]
|
||||||
|
git-tree-sha1 = "66c4c81f259586e8f002eacebc177e1fb06363b0"
|
||||||
|
uuid = "b4f34e82-e78d-54a5-968a-f98e89d6e8f7"
|
||||||
|
version = "0.10.11"
|
||||||
|
|
||||||
|
[deps.Distances.extensions]
|
||||||
|
DistancesChainRulesCoreExt = "ChainRulesCore"
|
||||||
|
DistancesSparseArraysExt = "SparseArrays"
|
||||||
|
|
||||||
|
[deps.Distances.weakdeps]
|
||||||
|
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
|
||||||
|
SparseArrays = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
|
||||||
|
|
||||||
|
[[deps.Distributed]]
|
||||||
|
deps = ["Random", "Serialization", "Sockets"]
|
||||||
|
uuid = "8ba89e20-285c-5b6f-9357-94700520ee1b"
|
||||||
|
|
||||||
|
[[deps.DocStringExtensions]]
|
||||||
|
deps = ["LibGit2"]
|
||||||
|
git-tree-sha1 = "2fb1e02f2b635d0845df5d7c167fec4dd739b00d"
|
||||||
|
uuid = "ffbed154-4ef7-542d-bbb7-c09d3a79fcae"
|
||||||
|
version = "0.9.3"
|
||||||
|
|
||||||
|
[[deps.Downloads]]
|
||||||
|
deps = ["ArgTools", "FileWatching", "LibCURL", "NetworkOptions"]
|
||||||
|
uuid = "f43a241f-c20a-4ad4-852c-f6b1247861c6"
|
||||||
|
version = "1.6.0"
|
||||||
|
|
||||||
|
[[deps.FilePathsBase]]
|
||||||
|
deps = ["Compat", "Dates", "Mmap", "Printf", "Test", "UUIDs"]
|
||||||
|
git-tree-sha1 = "9f00e42f8d99fdde64d40c8ea5d14269a2e2c1aa"
|
||||||
|
uuid = "48062228-2e41-5def-b9a4-89aafe57970f"
|
||||||
|
version = "0.9.21"
|
||||||
|
|
||||||
|
[[deps.FileWatching]]
|
||||||
|
uuid = "7b1f6079-737a-58dc-b8bc-7a2ca5c1b5ee"
|
||||||
|
|
||||||
|
[[deps.ForwardDiff]]
|
||||||
|
deps = ["CommonSubexpressions", "DiffResults", "DiffRules", "LinearAlgebra", "LogExpFunctions", "NaNMath", "Preferences", "Printf", "Random", "SpecialFunctions"]
|
||||||
|
git-tree-sha1 = "cf0fe81336da9fb90944683b8c41984b08793dad"
|
||||||
|
uuid = "f6369f11-7733-5829-9624-2563aa707210"
|
||||||
|
version = "0.10.36"
|
||||||
|
weakdeps = ["StaticArrays"]
|
||||||
|
|
||||||
|
[deps.ForwardDiff.extensions]
|
||||||
|
ForwardDiffStaticArraysExt = "StaticArrays"
|
||||||
|
|
||||||
|
[[deps.Future]]
|
||||||
|
deps = ["Random"]
|
||||||
|
uuid = "9fa8497b-333b-5362-9e8d-4d0656e87820"
|
||||||
|
|
||||||
|
[[deps.Geodesy]]
|
||||||
|
deps = ["CoordinateTransformations", "Dates", "LinearAlgebra", "StaticArrays"]
|
||||||
|
git-tree-sha1 = "ed98a4429bf0a033ccc5e036120181dd52f06d31"
|
||||||
|
uuid = "0ef565a4-170c-5f04-8de2-149903a85f3d"
|
||||||
|
version = "1.1.0"
|
||||||
|
|
||||||
|
[[deps.Gurobi]]
|
||||||
|
deps = ["LazyArtifacts", "Libdl", "MathOptInterface"]
|
||||||
|
git-tree-sha1 = "5995b72d385235f3fe55f8f0c4ad61049f867814"
|
||||||
|
uuid = "2e9cd046-0924-5485-92f1-d5272153d98b"
|
||||||
|
version = "1.2.1"
|
||||||
|
|
||||||
|
[[deps.InlineStrings]]
|
||||||
|
deps = ["Parsers"]
|
||||||
|
git-tree-sha1 = "9cc2baf75c6d09f9da536ddf58eb2f29dedaf461"
|
||||||
|
uuid = "842dd82b-1e85-43dc-bf29-5d0ee9dffc48"
|
||||||
|
version = "1.4.0"
|
||||||
|
|
||||||
|
[[deps.InteractiveUtils]]
|
||||||
|
deps = ["Markdown"]
|
||||||
|
uuid = "b77e0a4c-d291-57a0-90e8-8db25a27a240"
|
||||||
|
|
||||||
|
[[deps.InvertedIndices]]
|
||||||
|
git-tree-sha1 = "0dc7b50b8d436461be01300fd8cd45aa0274b038"
|
||||||
|
uuid = "41ab1584-1d38-5bbf-9106-f11c6c58b48f"
|
||||||
|
version = "1.3.0"
|
||||||
|
|
||||||
|
[[deps.IrrationalConstants]]
|
||||||
|
git-tree-sha1 = "630b497eafcc20001bba38a4651b327dcfc491d2"
|
||||||
|
uuid = "92d709cd-6900-40b7-9082-c6be49f344b6"
|
||||||
|
version = "0.2.2"
|
||||||
|
|
||||||
|
[[deps.IteratorInterfaceExtensions]]
|
||||||
|
git-tree-sha1 = "a3f24677c21f5bbe9d2a714f95dcd58337fb2856"
|
||||||
|
uuid = "82899510-4779-5014-852e-03e436cf321d"
|
||||||
|
version = "1.0.0"
|
||||||
|
|
||||||
|
[[deps.JLLWrappers]]
|
||||||
|
deps = ["Artifacts", "Preferences"]
|
||||||
|
git-tree-sha1 = "7e5d6779a1e09a36db2a7b6cff50942a0a7d0fca"
|
||||||
|
uuid = "692b3bcd-3c85-4b1f-b108-f13ce0eb3210"
|
||||||
|
version = "1.5.0"
|
||||||
|
|
||||||
|
[[deps.JSON]]
|
||||||
|
deps = ["Dates", "Mmap", "Parsers", "Unicode"]
|
||||||
|
git-tree-sha1 = "31e996f0a15c7b280ba9f76636b3ff9e2ae58c9a"
|
||||||
|
uuid = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
|
||||||
|
version = "0.21.4"
|
||||||
|
|
||||||
|
[[deps.JuMP]]
|
||||||
|
deps = ["LinearAlgebra", "MacroTools", "MathOptInterface", "MutableArithmetics", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays"]
|
||||||
|
git-tree-sha1 = "4e44cff1595c6c02cdbca4e87ce376e63c33a584"
|
||||||
|
uuid = "4076af6c-e467-56ae-b986-b466b2749572"
|
||||||
|
version = "1.20.0"
|
||||||
|
|
||||||
|
[deps.JuMP.extensions]
|
||||||
|
JuMPDimensionalDataExt = "DimensionalData"
|
||||||
|
|
||||||
|
[deps.JuMP.weakdeps]
|
||||||
|
DimensionalData = "0703355e-b756-11e9-17c0-8b28908087d0"
|
||||||
|
|
||||||
|
[[deps.JuliaInterpreter]]
|
||||||
|
deps = ["CodeTracking", "InteractiveUtils", "Random", "UUIDs"]
|
||||||
|
git-tree-sha1 = "7b762d81887160169ddfc93a47e5fd7a6a3e78ef"
|
||||||
|
uuid = "aa1ae85d-cabe-5617-a682-6adf51b2e16a"
|
||||||
|
version = "0.9.29"
|
||||||
|
|
||||||
|
[[deps.LaTeXStrings]]
|
||||||
|
git-tree-sha1 = "50901ebc375ed41dbf8058da26f9de442febbbec"
|
||||||
|
uuid = "b964fa9f-0449-5b57-a5c2-d3ea65f4040f"
|
||||||
|
version = "1.3.1"
|
||||||
|
|
||||||
|
[[deps.LazyArtifacts]]
|
||||||
|
deps = ["Artifacts", "Pkg"]
|
||||||
|
uuid = "4af54fe1-eca0-43a8-85a7-787d91b784e3"
|
||||||
|
|
||||||
|
[[deps.LibCURL]]
|
||||||
|
deps = ["LibCURL_jll", "MozillaCACerts_jll"]
|
||||||
|
uuid = "b27032c2-a3e7-50c8-80cd-2d36dbcbfd21"
|
||||||
|
version = "0.6.3"
|
||||||
|
|
||||||
|
[[deps.LibCURL_jll]]
|
||||||
|
deps = ["Artifacts", "LibSSH2_jll", "Libdl", "MbedTLS_jll", "Zlib_jll", "nghttp2_jll"]
|
||||||
|
uuid = "deac9b47-8bc7-5906-a0fe-35ac56dc84c0"
|
||||||
|
version = "7.84.0+0"
|
||||||
|
|
||||||
|
[[deps.LibGit2]]
|
||||||
|
deps = ["Base64", "NetworkOptions", "Printf", "SHA"]
|
||||||
|
uuid = "76f85450-5226-5b5a-8eaa-529ad045b433"
|
||||||
|
|
||||||
|
[[deps.LibSSH2_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl", "MbedTLS_jll"]
|
||||||
|
uuid = "29816b5a-b9ab-546f-933c-edad1886dfa8"
|
||||||
|
version = "1.10.2+0"
|
||||||
|
|
||||||
|
[[deps.Libdl]]
|
||||||
|
uuid = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
|
||||||
|
|
||||||
|
[[deps.LinearAlgebra]]
|
||||||
|
deps = ["Libdl", "OpenBLAS_jll", "libblastrampoline_jll"]
|
||||||
|
uuid = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e"
|
||||||
|
|
||||||
|
[[deps.LogExpFunctions]]
|
||||||
|
deps = ["DocStringExtensions", "IrrationalConstants", "LinearAlgebra"]
|
||||||
|
git-tree-sha1 = "18144f3e9cbe9b15b070288eef858f71b291ce37"
|
||||||
|
uuid = "2ab3a3ac-af41-5b50-aa03-7779005ae688"
|
||||||
|
version = "0.3.27"
|
||||||
|
|
||||||
|
[deps.LogExpFunctions.extensions]
|
||||||
|
LogExpFunctionsChainRulesCoreExt = "ChainRulesCore"
|
||||||
|
LogExpFunctionsChangesOfVariablesExt = "ChangesOfVariables"
|
||||||
|
LogExpFunctionsInverseFunctionsExt = "InverseFunctions"
|
||||||
|
|
||||||
|
[deps.LogExpFunctions.weakdeps]
|
||||||
|
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
|
||||||
|
ChangesOfVariables = "9e997f8a-9a97-42d5-a9f1-ce6bfc15e2c0"
|
||||||
|
InverseFunctions = "3587e190-3f89-42d0-90ee-14403ec27112"
|
||||||
|
|
||||||
|
[[deps.Logging]]
|
||||||
|
uuid = "56ddb016-857b-54e1-b83d-db4d58db5568"
|
||||||
|
|
||||||
|
[[deps.LoweredCodeUtils]]
|
||||||
|
deps = ["JuliaInterpreter"]
|
||||||
|
git-tree-sha1 = "31e27f0b0bf0df3e3e951bfcc43fe8c730a219f6"
|
||||||
|
uuid = "6f1432cf-f94c-5a45-995e-cdbf5db27b0b"
|
||||||
|
version = "2.4.5"
|
||||||
|
|
||||||
|
[[deps.MacroTools]]
|
||||||
|
deps = ["Markdown", "Random"]
|
||||||
|
git-tree-sha1 = "2fa9ee3e63fd3a4f7a9a4f4744a52f4856de82df"
|
||||||
|
uuid = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
|
||||||
|
version = "0.5.13"
|
||||||
|
|
||||||
|
[[deps.Markdown]]
|
||||||
|
deps = ["Base64"]
|
||||||
|
uuid = "d6f4376e-aef5-505a-96c1-9c027394607a"
|
||||||
|
|
||||||
|
[[deps.MathOptInterface]]
|
||||||
|
deps = ["BenchmarkTools", "CodecBzip2", "CodecZlib", "DataStructures", "ForwardDiff", "JSON", "LinearAlgebra", "MutableArithmetics", "NaNMath", "OrderedCollections", "PrecompileTools", "Printf", "SparseArrays", "SpecialFunctions", "Test", "Unicode"]
|
||||||
|
git-tree-sha1 = "e8b98c868029d007102dc5f98986c81f33b0ec37"
|
||||||
|
uuid = "b8f27783-ece8-5eb3-8dc8-9495eed66fee"
|
||||||
|
version = "1.26.0"
|
||||||
|
|
||||||
|
[[deps.MbedTLS_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "c8ffd9c3-330d-5841-b78e-0817d7145fa1"
|
||||||
|
version = "2.28.2+0"
|
||||||
|
|
||||||
|
[[deps.Missings]]
|
||||||
|
deps = ["DataAPI"]
|
||||||
|
git-tree-sha1 = "f66bdc5de519e8f8ae43bdc598782d35a25b1272"
|
||||||
|
uuid = "e1d29d7a-bbdc-5cf2-9ac0-f12de2c33e28"
|
||||||
|
version = "1.1.0"
|
||||||
|
|
||||||
|
[[deps.Mmap]]
|
||||||
|
uuid = "a63ad114-7e13-5084-954f-fe012c677804"
|
||||||
|
|
||||||
|
[[deps.MozillaCACerts_jll]]
|
||||||
|
uuid = "14a3606d-f60d-562e-9121-12d972cd8159"
|
||||||
|
version = "2022.10.11"
|
||||||
|
|
||||||
|
[[deps.MutableArithmetics]]
|
||||||
|
deps = ["LinearAlgebra", "SparseArrays", "Test"]
|
||||||
|
git-tree-sha1 = "302fd161eb1c439e4115b51ae456da4e9984f130"
|
||||||
|
uuid = "d8a4904e-b15c-11e9-3269-09a3773c0cb0"
|
||||||
|
version = "1.4.1"
|
||||||
|
|
||||||
|
[[deps.NaNMath]]
|
||||||
|
deps = ["OpenLibm_jll"]
|
||||||
|
git-tree-sha1 = "0877504529a3e5c3343c6f8b4c0381e57e4387e4"
|
||||||
|
uuid = "77ba4419-2d1f-58cd-9bb1-8ffee604a2e3"
|
||||||
|
version = "1.0.2"
|
||||||
|
|
||||||
|
[[deps.NearestNeighbors]]
|
||||||
|
deps = ["Distances", "StaticArrays"]
|
||||||
|
git-tree-sha1 = "ded64ff6d4fdd1cb68dfcbb818c69e144a5b2e4c"
|
||||||
|
uuid = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
|
||||||
|
version = "0.4.16"
|
||||||
|
|
||||||
|
[[deps.NetworkOptions]]
|
||||||
|
uuid = "ca575930-c2e3-43a9-ace4-1e988b2c1908"
|
||||||
|
version = "1.2.0"
|
||||||
|
|
||||||
|
[[deps.OpenBLAS_jll]]
|
||||||
|
deps = ["Artifacts", "CompilerSupportLibraries_jll", "Libdl"]
|
||||||
|
uuid = "4536629a-c528-5b80-bd46-f80d51c5b363"
|
||||||
|
version = "0.3.21+4"
|
||||||
|
|
||||||
|
[[deps.OpenLibm_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "05823500-19ac-5b8b-9628-191a04bc5112"
|
||||||
|
version = "0.8.1+0"
|
||||||
|
|
||||||
|
[[deps.OpenSpecFun_jll]]
|
||||||
|
deps = ["Artifacts", "CompilerSupportLibraries_jll", "JLLWrappers", "Libdl", "Pkg"]
|
||||||
|
git-tree-sha1 = "13652491f6856acfd2db29360e1bbcd4565d04f1"
|
||||||
|
uuid = "efe28fd5-8261-553b-a9e1-b2916fc3738e"
|
||||||
|
version = "0.5.5+0"
|
||||||
|
|
||||||
|
[[deps.OrderedCollections]]
|
||||||
|
git-tree-sha1 = "dfdf5519f235516220579f949664f1bf44e741c5"
|
||||||
|
uuid = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
|
||||||
|
version = "1.6.3"
|
||||||
|
|
||||||
|
[[deps.Parsers]]
|
||||||
|
deps = ["Dates", "PrecompileTools", "UUIDs"]
|
||||||
|
git-tree-sha1 = "8489905bcdbcfac64d1daa51ca07c0d8f0283821"
|
||||||
|
uuid = "69de0a69-1ddd-5017-9359-2bf0b02dc9f0"
|
||||||
|
version = "2.8.1"
|
||||||
|
|
||||||
|
[[deps.Pkg]]
|
||||||
|
deps = ["Artifacts", "Dates", "Downloads", "FileWatching", "LibGit2", "Libdl", "Logging", "Markdown", "Printf", "REPL", "Random", "SHA", "Serialization", "TOML", "Tar", "UUIDs", "p7zip_jll"]
|
||||||
|
uuid = "44cfe95a-1eb2-52ea-b672-e2afdf69b78f"
|
||||||
|
version = "1.9.0"
|
||||||
|
|
||||||
|
[[deps.PooledArrays]]
|
||||||
|
deps = ["DataAPI", "Future"]
|
||||||
|
git-tree-sha1 = "36d8b4b899628fb92c2749eb488d884a926614d3"
|
||||||
|
uuid = "2dfb63ee-cc39-5dd5-95bd-886bf059d720"
|
||||||
|
version = "1.4.3"
|
||||||
|
|
||||||
|
[[deps.PrecompileTools]]
|
||||||
|
deps = ["Preferences"]
|
||||||
|
git-tree-sha1 = "03b4c25b43cb84cee5c90aa9b5ea0a78fd848d2f"
|
||||||
|
uuid = "aea7be01-6a6a-4083-8856-8a6e6704d82a"
|
||||||
|
version = "1.2.0"
|
||||||
|
|
||||||
|
[[deps.Preferences]]
|
||||||
|
deps = ["TOML"]
|
||||||
|
git-tree-sha1 = "00805cd429dcb4870060ff49ef443486c262e38e"
|
||||||
|
uuid = "21216c6a-2e73-6563-6e65-726566657250"
|
||||||
|
version = "1.4.1"
|
||||||
|
|
||||||
|
[[deps.PrettyTables]]
|
||||||
|
deps = ["Crayons", "LaTeXStrings", "Markdown", "PrecompileTools", "Printf", "Reexport", "StringManipulation", "Tables"]
|
||||||
|
git-tree-sha1 = "88b895d13d53b5577fd53379d913b9ab9ac82660"
|
||||||
|
uuid = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d"
|
||||||
|
version = "2.3.1"
|
||||||
|
|
||||||
|
[[deps.Printf]]
|
||||||
|
deps = ["Unicode"]
|
||||||
|
uuid = "de0858da-6303-5e67-8744-51eddeeeb8d7"
|
||||||
|
|
||||||
|
[[deps.Profile]]
|
||||||
|
deps = ["Printf"]
|
||||||
|
uuid = "9abbd945-dff8-562f-b5e8-e1ebf5ef1b79"
|
||||||
|
|
||||||
|
[[deps.REPL]]
|
||||||
|
deps = ["InteractiveUtils", "Markdown", "Sockets", "Unicode"]
|
||||||
|
uuid = "3fa0cd96-eef1-5676-8a61-b3b8758bbffb"
|
||||||
|
|
||||||
|
[[deps.Random]]
|
||||||
|
deps = ["SHA", "Serialization"]
|
||||||
|
uuid = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
|
||||||
|
|
||||||
|
[[deps.Reexport]]
|
||||||
|
git-tree-sha1 = "45e428421666073eab6f2da5c9d310d99bb12f9b"
|
||||||
|
uuid = "189a3867-3050-52da-a836-e630ba90ab69"
|
||||||
|
version = "1.2.2"
|
||||||
|
|
||||||
|
[[deps.Requires]]
|
||||||
|
deps = ["UUIDs"]
|
||||||
|
git-tree-sha1 = "838a3a4188e2ded87a4f9f184b4b0d78a1e91cb7"
|
||||||
|
uuid = "ae029012-a4dd-5104-9daa-d747884805df"
|
||||||
|
version = "1.3.0"
|
||||||
|
|
||||||
|
[[deps.Revise]]
|
||||||
|
deps = ["CodeTracking", "Distributed", "FileWatching", "JuliaInterpreter", "LibGit2", "LoweredCodeUtils", "OrderedCollections", "Pkg", "REPL", "Requires", "UUIDs", "Unicode"]
|
||||||
|
git-tree-sha1 = "12aa2d7593df490c407a3bbd8b86b8b515017f3e"
|
||||||
|
uuid = "295af30f-e4ad-537b-8983-00126c2a3abe"
|
||||||
|
version = "3.5.14"
|
||||||
|
|
||||||
|
[[deps.SHA]]
|
||||||
|
uuid = "ea8e919c-243c-51af-8825-aaa63cd721ce"
|
||||||
|
version = "0.7.0"
|
||||||
|
|
||||||
|
[[deps.SentinelArrays]]
|
||||||
|
deps = ["Dates", "Random"]
|
||||||
|
git-tree-sha1 = "0e7508ff27ba32f26cd459474ca2ede1bc10991f"
|
||||||
|
uuid = "91c51154-3ec4-41a3-a24f-3f23e20d615c"
|
||||||
|
version = "1.4.1"
|
||||||
|
|
||||||
|
[[deps.Serialization]]
|
||||||
|
uuid = "9e88b42a-f829-5b0c-bbe9-9e923198166b"
|
||||||
|
|
||||||
|
[[deps.Sockets]]
|
||||||
|
uuid = "6462fe0b-24de-5631-8697-dd941f90decc"
|
||||||
|
|
||||||
|
[[deps.SortingAlgorithms]]
|
||||||
|
deps = ["DataStructures"]
|
||||||
|
git-tree-sha1 = "66e0a8e672a0bdfca2c3f5937efb8538b9ddc085"
|
||||||
|
uuid = "a2af1166-a08f-5f64-846c-94a0d3cef48c"
|
||||||
|
version = "1.2.1"
|
||||||
|
|
||||||
|
[[deps.SparseArrays]]
|
||||||
|
deps = ["Libdl", "LinearAlgebra", "Random", "Serialization", "SuiteSparse_jll"]
|
||||||
|
uuid = "2f01184e-e22b-5df5-ae63-d93ebab69eaf"
|
||||||
|
|
||||||
|
[[deps.SpecialFunctions]]
|
||||||
|
deps = ["IrrationalConstants", "LogExpFunctions", "OpenLibm_jll", "OpenSpecFun_jll"]
|
||||||
|
git-tree-sha1 = "e2cfc4012a19088254b3950b85c3c1d8882d864d"
|
||||||
|
uuid = "276daf66-3868-5448-9aa4-cd146d93841b"
|
||||||
|
version = "2.3.1"
|
||||||
|
|
||||||
|
[deps.SpecialFunctions.extensions]
|
||||||
|
SpecialFunctionsChainRulesCoreExt = "ChainRulesCore"
|
||||||
|
|
||||||
|
[deps.SpecialFunctions.weakdeps]
|
||||||
|
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
|
||||||
|
|
||||||
|
[[deps.StaticArrays]]
|
||||||
|
deps = ["LinearAlgebra", "PrecompileTools", "Random", "StaticArraysCore"]
|
||||||
|
git-tree-sha1 = "bf074c045d3d5ffd956fa0a461da38a44685d6b2"
|
||||||
|
uuid = "90137ffa-7385-5640-81b9-e52037218182"
|
||||||
|
version = "1.9.3"
|
||||||
|
|
||||||
|
[deps.StaticArrays.extensions]
|
||||||
|
StaticArraysChainRulesCoreExt = "ChainRulesCore"
|
||||||
|
StaticArraysStatisticsExt = "Statistics"
|
||||||
|
|
||||||
|
[deps.StaticArrays.weakdeps]
|
||||||
|
ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
|
||||||
|
Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
|
||||||
|
|
||||||
|
[[deps.StaticArraysCore]]
|
||||||
|
git-tree-sha1 = "36b3d696ce6366023a0ea192b4cd442268995a0d"
|
||||||
|
uuid = "1e83bf80-4336-4d27-bf5d-d5a4f845583c"
|
||||||
|
version = "1.4.2"
|
||||||
|
|
||||||
|
[[deps.Statistics]]
|
||||||
|
deps = ["LinearAlgebra", "SparseArrays"]
|
||||||
|
uuid = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
|
||||||
|
version = "1.9.0"
|
||||||
|
|
||||||
|
[[deps.StatsAPI]]
|
||||||
|
deps = ["LinearAlgebra"]
|
||||||
|
git-tree-sha1 = "1ff449ad350c9c4cbc756624d6f8a8c3ef56d3ed"
|
||||||
|
uuid = "82ae8749-77ed-4fe6-ae5f-f523153014b0"
|
||||||
|
version = "1.7.0"
|
||||||
|
|
||||||
|
[[deps.StringManipulation]]
|
||||||
|
deps = ["PrecompileTools"]
|
||||||
|
git-tree-sha1 = "a04cabe79c5f01f4d723cc6704070ada0b9d46d5"
|
||||||
|
uuid = "892a3eda-7b42-436c-8928-eab12a02cf0e"
|
||||||
|
version = "0.3.4"
|
||||||
|
|
||||||
|
[[deps.SuiteSparse_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl", "Pkg", "libblastrampoline_jll"]
|
||||||
|
uuid = "bea87d4a-7f5b-5778-9afe-8cc45184846c"
|
||||||
|
version = "5.10.1+6"
|
||||||
|
|
||||||
|
[[deps.TOML]]
|
||||||
|
deps = ["Dates"]
|
||||||
|
uuid = "fa267f1f-6049-4f14-aa54-33bafae1ed76"
|
||||||
|
version = "1.0.3"
|
||||||
|
|
||||||
|
[[deps.TableTraits]]
|
||||||
|
deps = ["IteratorInterfaceExtensions"]
|
||||||
|
git-tree-sha1 = "c06b2f539df1c6efa794486abfb6ed2022561a39"
|
||||||
|
uuid = "3783bdb8-4a98-5b6b-af9a-565f29a5fe9c"
|
||||||
|
version = "1.0.1"
|
||||||
|
|
||||||
|
[[deps.Tables]]
|
||||||
|
deps = ["DataAPI", "DataValueInterfaces", "IteratorInterfaceExtensions", "LinearAlgebra", "OrderedCollections", "TableTraits"]
|
||||||
|
git-tree-sha1 = "cb76cf677714c095e535e3501ac7954732aeea2d"
|
||||||
|
uuid = "bd369af6-aec1-5ad0-b16a-f7cc5008161c"
|
||||||
|
version = "1.11.1"
|
||||||
|
|
||||||
|
[[deps.Tar]]
|
||||||
|
deps = ["ArgTools", "SHA"]
|
||||||
|
uuid = "a4e569a6-e804-4fa4-b0f3-eef7a1d5b13e"
|
||||||
|
version = "1.10.0"
|
||||||
|
|
||||||
|
[[deps.Test]]
|
||||||
|
deps = ["InteractiveUtils", "Logging", "Random", "Serialization"]
|
||||||
|
uuid = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
|
||||||
|
|
||||||
|
[[deps.TranscodingStreams]]
|
||||||
|
git-tree-sha1 = "54194d92959d8ebaa8e26227dbe3cdefcdcd594f"
|
||||||
|
uuid = "3bb67fe8-82b1-5028-8e26-92a6c54297fa"
|
||||||
|
version = "0.10.3"
|
||||||
|
weakdeps = ["Random", "Test"]
|
||||||
|
|
||||||
|
[deps.TranscodingStreams.extensions]
|
||||||
|
TestExt = ["Test", "Random"]
|
||||||
|
|
||||||
|
[[deps.UUIDs]]
|
||||||
|
deps = ["Random", "SHA"]
|
||||||
|
uuid = "cf7118a7-6976-5b1a-9a39-7adc72f591a4"
|
||||||
|
|
||||||
|
[[deps.Unicode]]
|
||||||
|
uuid = "4ec0a83e-493e-50e2-b9ac-8f72acf5a8f5"
|
||||||
|
|
||||||
|
[[deps.WeakRefStrings]]
|
||||||
|
deps = ["DataAPI", "InlineStrings", "Parsers"]
|
||||||
|
git-tree-sha1 = "b1be2855ed9ed8eac54e5caff2afcdb442d52c23"
|
||||||
|
uuid = "ea10d353-3f73-51f8-a26c-33c1cb351aa5"
|
||||||
|
version = "1.4.2"
|
||||||
|
|
||||||
|
[[deps.WorkerUtilities]]
|
||||||
|
git-tree-sha1 = "cd1659ba0d57b71a464a29e64dbc67cfe83d54e7"
|
||||||
|
uuid = "76eceee3-57b5-4d4a-8e66-0e911cebbf60"
|
||||||
|
version = "1.6.1"
|
||||||
|
|
||||||
|
[[deps.ZipFile]]
|
||||||
|
deps = ["Libdl", "Printf", "Zlib_jll"]
|
||||||
|
git-tree-sha1 = "f492b7fe1698e623024e873244f10d89c95c340a"
|
||||||
|
uuid = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
|
||||||
|
version = "0.10.1"
|
||||||
|
|
||||||
|
[[deps.Zlib_jll]]
|
||||||
|
deps = ["Libdl"]
|
||||||
|
uuid = "83775a58-1f1d-513f-b197-d71354ab007a"
|
||||||
|
version = "1.2.13+0"
|
||||||
|
|
||||||
|
[[deps.libblastrampoline_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "8e850b90-86db-534c-a0d3-1478176c7d93"
|
||||||
|
version = "5.7.0+0"
|
||||||
|
|
||||||
|
[[deps.nghttp2_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "8e850ede-7688-5339-a07c-302acd2aaf8d"
|
||||||
|
version = "1.48.0+0"
|
||||||
|
|
||||||
|
[[deps.p7zip_jll]]
|
||||||
|
deps = ["Artifacts", "Libdl"]
|
||||||
|
uuid = "3f19e933-33d8-53b3-aaab-bd5110c3b7a0"
|
||||||
|
version = "17.4.0+0"
|
||||||
@ -0,0 +1,13 @@
|
|||||||
|
[deps]
|
||||||
|
CRC = "44b605c4-b955-5f2b-9b6d-d2bd01d3d205"
|
||||||
|
CSV = "336ed68f-0bac-5ca0-87d4-7b16caf5d00b"
|
||||||
|
DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0"
|
||||||
|
Geodesy = "0ef565a4-170c-5f04-8de2-149903a85f3d"
|
||||||
|
Gurobi = "2e9cd046-0924-5485-92f1-d5272153d98b"
|
||||||
|
JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
|
||||||
|
JuMP = "4076af6c-e467-56ae-b986-b466b2749572"
|
||||||
|
NearestNeighbors = "b8a86587-4115-5ab1-83bc-aa920d37bbce"
|
||||||
|
OrderedCollections = "bac558e1-5e72-5ebc-8fee-abe8a469f55d"
|
||||||
|
Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
|
||||||
|
Revise = "295af30f-e4ad-537b-8983-00126c2a3abe"
|
||||||
|
ZipFile = "a5390f91-8eb1-5f08-bee0-b1d1ffed6cea"
|
||||||
@ -0,0 +1,107 @@
|
|||||||
|
# RELOG: Reverse Logistics Optimization
|
||||||
|
# Copyright (C) 2020-2024, UChicago Argonne, LLC. All rights reserved.
|
||||||
|
# Released under the modified BSD license. See COPYING.md for more details.
|
||||||
|
|
||||||
|
using Geodesy
|
||||||
|
using NearestNeighbors
|
||||||
|
using DataFrames
|
||||||
|
using CRC
|
||||||
|
using ZipFile
|
||||||
|
using Statistics
|
||||||
|
|
||||||
|
crc32 = crc(CRC_32)
|
||||||
|
|
||||||
|
abstract type DistanceMetric end
|
||||||
|
|
||||||
|
Base.@kwdef mutable struct KnnDrivingDistance <: DistanceMetric
|
||||||
|
tree = nothing
|
||||||
|
ratios = nothing
|
||||||
|
end
|
||||||
|
|
||||||
|
mutable struct EuclideanDistance <: DistanceMetric end
|
||||||
|
|
||||||
|
function _calculate_distance(
|
||||||
|
source_lat,
|
||||||
|
source_lon,
|
||||||
|
dest_lat,
|
||||||
|
dest_lon,
|
||||||
|
::EuclideanDistance,
|
||||||
|
)::Float64
|
||||||
|
x = LLA(source_lat, source_lon, 0.0)
|
||||||
|
y = LLA(dest_lat, dest_lon, 0.0)
|
||||||
|
return round(euclidean_distance(x, y) / 1000.0, digits=3)
|
||||||
|
end
|
||||||
|
|
||||||
|
function _download_file(url, output, expected_crc32)::Nothing
|
||||||
|
if isfile(output)
|
||||||
|
return
|
||||||
|
end
|
||||||
|
mkpath(dirname(output))
|
||||||
|
@info "Downloading: $url"
|
||||||
|
fname = download(url)
|
||||||
|
actual_crc32 = open(crc32, fname)
|
||||||
|
expected_crc32 == actual_crc32 || error("CRC32 mismatch")
|
||||||
|
cp(fname, output)
|
||||||
|
return
|
||||||
|
end
|
||||||
|
|
||||||
|
function _download_zip(url, outputdir, expected_output_file, expected_crc32)::Nothing
|
||||||
|
if isfile(expected_output_file)
|
||||||
|
return
|
||||||
|
end
|
||||||
|
mkpath(outputdir)
|
||||||
|
@info "Downloading: $url"
|
||||||
|
zip_filename = download(url)
|
||||||
|
actual_crc32 = open(crc32, zip_filename)
|
||||||
|
expected_crc32 == actual_crc32 || error("CRC32 mismatch")
|
||||||
|
open(zip_filename) do zip_file
|
||||||
|
zr = ZipFile.Reader(zip_file)
|
||||||
|
for file in zr.files
|
||||||
|
open(joinpath(outputdir, file.name), "w") do output_file
|
||||||
|
write(output_file, read(file))
|
||||||
|
end
|
||||||
|
end
|
||||||
|
end
|
||||||
|
return
|
||||||
|
end
|
||||||
|
|
||||||
|
function _calculate_distance(
|
||||||
|
source_lat,
|
||||||
|
source_lon,
|
||||||
|
dest_lat,
|
||||||
|
dest_lon,
|
||||||
|
metric::KnnDrivingDistance,
|
||||||
|
)::Float64
|
||||||
|
if metric.tree === nothing
|
||||||
|
basedir = joinpath(dirname(@__FILE__), "data")
|
||||||
|
csv_filename = joinpath(basedir, "dist_driving.csv")
|
||||||
|
|
||||||
|
# Download pre-computed driving data
|
||||||
|
if !isfile(csv_filename)
|
||||||
|
_download_zip(
|
||||||
|
"https://axavier.org/RELOG/0.6/data/dist_driving_0b9a6ad6.zip",
|
||||||
|
basedir,
|
||||||
|
csv_filename,
|
||||||
|
0x0b9a6ad6,
|
||||||
|
)
|
||||||
|
end
|
||||||
|
|
||||||
|
# Fit kNN model
|
||||||
|
df = DataFrame(CSV.File(csv_filename, missingstring="NaN"))
|
||||||
|
dropmissing!(df)
|
||||||
|
coords = Matrix(df[!, [:source_lat, :source_lon, :dest_lat, :dest_lon]])'
|
||||||
|
metric.ratios = Matrix(df[!, [:ratio]])
|
||||||
|
metric.tree = KDTree(coords)
|
||||||
|
end
|
||||||
|
|
||||||
|
# Compute Euclidean distance
|
||||||
|
dist_euclidean =
|
||||||
|
_calculate_distance(source_lat, source_lon, dest_lat, dest_lon, EuclideanDistance())
|
||||||
|
|
||||||
|
# Predict ratio
|
||||||
|
idxs, _ = knn(metric.tree, [source_lat, source_lon, dest_lat, dest_lon], 5)
|
||||||
|
ratio_pred = mean(metric.ratios[idxs])
|
||||||
|
dist_pred = round(dist_euclidean * ratio_pred, digits=3)
|
||||||
|
isfinite(dist_pred) || error("non-finite distance detected: $dist_pred")
|
||||||
|
return dist_pred
|
||||||
|
end
|
||||||
@ -0,0 +1,48 @@
|
|||||||
|
# This file extends some JuMP functions so that decision variables can be safely
|
||||||
|
# replaced by (constant) floating point numbers.
|
||||||
|
|
||||||
|
using Printf
|
||||||
|
using JuMP
|
||||||
|
using OrderedCollections
|
||||||
|
|
||||||
|
import JuMP: value, fix, set_name
|
||||||
|
|
||||||
|
function value(x::Float64)
|
||||||
|
return x
|
||||||
|
end
|
||||||
|
|
||||||
|
function fix(x::Float64, v::Float64; force)
|
||||||
|
return abs(x - v) < 1e-6 || error("Value mismatch: $x != $v")
|
||||||
|
end
|
||||||
|
|
||||||
|
function set_name(x::Number, n::String)
|
||||||
|
# nop
|
||||||
|
end
|
||||||
|
|
||||||
|
function _init(model::JuMP.Model, key::Symbol)::OrderedDict
|
||||||
|
if !(key in keys(object_dictionary(model)))
|
||||||
|
model[key] = OrderedDict()
|
||||||
|
end
|
||||||
|
return model[key]
|
||||||
|
end
|
||||||
|
|
||||||
|
function _set_names!(model::JuMP.Model)
|
||||||
|
@info "Setting variable and constraint names..."
|
||||||
|
time_varnames = @elapsed begin
|
||||||
|
_set_names!(object_dictionary(model))
|
||||||
|
end
|
||||||
|
@info @sprintf("Set names in %.2f seconds", time_varnames)
|
||||||
|
end
|
||||||
|
|
||||||
|
function _set_names!(dict::Dict)
|
||||||
|
for name in keys(dict)
|
||||||
|
dict[name] isa AbstractDict || continue
|
||||||
|
for idx in keys(dict[name])
|
||||||
|
if dict[name][idx] isa AffExpr
|
||||||
|
continue
|
||||||
|
end
|
||||||
|
idx_str = join(map(string, idx), ",")
|
||||||
|
set_name(dict[name][idx], "$name[$idx_str]")
|
||||||
|
end
|
||||||
|
end
|
||||||
|
end
|
||||||
@ -0,0 +1,159 @@
|
|||||||
|
using JuMP
|
||||||
|
using OrderedCollections
|
||||||
|
using Gurobi
|
||||||
|
using Random
|
||||||
|
using Printf
|
||||||
|
|
||||||
|
dict = OrderedDict
|
||||||
|
|
||||||
|
macro pprint(var)
|
||||||
|
quote
|
||||||
|
println(string($(QuoteNode(var))))
|
||||||
|
v = round.($(esc(var)), digits=2)
|
||||||
|
display(v)
|
||||||
|
println()
|
||||||
|
end
|
||||||
|
end
|
||||||
|
|
||||||
|
macro pprint_jump(var)
|
||||||
|
quote
|
||||||
|
println(string($(QuoteNode(var))))
|
||||||
|
v = round.(value.($(esc(var))), digits=2)
|
||||||
|
display(v)
|
||||||
|
println()
|
||||||
|
end
|
||||||
|
end
|
||||||
|
|
||||||
|
function model1()
|
||||||
|
Random.seed!(42)
|
||||||
|
|
||||||
|
model = Model(
|
||||||
|
optimizer_with_attributes(
|
||||||
|
Gurobi.Optimizer,
|
||||||
|
"NonConvex" => 2,
|
||||||
|
),
|
||||||
|
)
|
||||||
|
|
||||||
|
# Data
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
n_plants = 5
|
||||||
|
n_components = 2
|
||||||
|
plants = 1:n_plants
|
||||||
|
components = 1:n_components
|
||||||
|
initial_amount = [rand(1:1000) for _ in plants, _ in components]
|
||||||
|
revenue = [rand(1:1000) for _ in plants]
|
||||||
|
tr_cost = [
|
||||||
|
rand(1:50)
|
||||||
|
for _ in plants, _ in plants
|
||||||
|
]
|
||||||
|
|
||||||
|
@show plants
|
||||||
|
@show components
|
||||||
|
@show initial_amount
|
||||||
|
@show revenue
|
||||||
|
|
||||||
|
# Decision variables
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
@variable(model, y_total[plants, plants], lower_bound = 0)
|
||||||
|
@variable(model, y[plants, plants, components], lower_bound = 0)
|
||||||
|
@variable(model, z_disp_total[plants], lower_bound = 0)
|
||||||
|
@variable(model, z_disp[plants, components], lower_bound = 0)
|
||||||
|
@variable(model, z_avail_total[plants])
|
||||||
|
@variable(model, z_avail[plants, components])
|
||||||
|
@variable(model, alpha[plants, components])
|
||||||
|
|
||||||
|
# Objective
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
@objective(
|
||||||
|
model,
|
||||||
|
Max,
|
||||||
|
sum(
|
||||||
|
z_disp_total[p] * revenue[p]
|
||||||
|
for p in plants
|
||||||
|
)
|
||||||
|
-
|
||||||
|
sum(
|
||||||
|
y_total[p, q] * tr_cost[p, q]
|
||||||
|
for p in plants, q in plants
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Constraints
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
|
||||||
|
# Definition of total sent
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_y_total_def[p in plants, q in plants],
|
||||||
|
y_total[p, q] == sum(y[p, q, c] for c in components)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Definition of total disposed
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_z_disp_total_def[p in plants], z_disp_total[p] == sum(z_disp[p, c] for c in components)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Definition of available amount
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_z_avail_total[p in plants],
|
||||||
|
z_avail_total[p] == sum(z_avail[p, c] for c in components)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Definition of available component
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_z_avail[p in plants, c in components],
|
||||||
|
z_avail[p, c] == initial_amount[p, c] + sum(y[q, p, c] for q in plants)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Mass balance
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_balance[p in plants],
|
||||||
|
z_avail_total[p] == z_disp_total[p] + sum(y_total[p, q] for q in plants)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Available proportion
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_alpha_avail[p in plants, c in components],
|
||||||
|
z_avail[p, c] == alpha[p, c] * z_avail_total[p]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Sending proportion
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_alpha_send[p in plants, q in plants, c in components],
|
||||||
|
y[p, q, c] == alpha[p, c] * y_total[p, q]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Disposal proportion
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_alpha_disp[p in plants, c in components],
|
||||||
|
z_disp[p, c] == alpha[p, c] * z_disp_total[p]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Run
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
print(model)
|
||||||
|
optimize!(model)
|
||||||
|
|
||||||
|
# Print solution
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
@pprint initial_amount
|
||||||
|
@pprint revenue
|
||||||
|
@pprint tr_cost
|
||||||
|
|
||||||
|
@pprint_jump y_total
|
||||||
|
@pprint_jump y
|
||||||
|
@pprint_jump z_disp_total
|
||||||
|
@pprint_jump z_disp
|
||||||
|
@pprint_jump z_avail_total
|
||||||
|
@pprint_jump z_avail
|
||||||
|
@pprint_jump alpha
|
||||||
|
end
|
||||||
|
|
||||||
|
model1()
|
||||||
@ -0,0 +1,282 @@
|
|||||||
|
using JuMP
|
||||||
|
using OrderedCollections
|
||||||
|
using Gurobi
|
||||||
|
using Random
|
||||||
|
using Printf
|
||||||
|
using DataFrames
|
||||||
|
using CSV
|
||||||
|
|
||||||
|
dict = OrderedDict
|
||||||
|
|
||||||
|
function model2()
|
||||||
|
Random.seed!(42)
|
||||||
|
|
||||||
|
model = Model(
|
||||||
|
optimizer_with_attributes(
|
||||||
|
Gurobi.Optimizer,
|
||||||
|
),
|
||||||
|
)
|
||||||
|
|
||||||
|
# Data
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
components = ["film", "paper", "cardboard"]
|
||||||
|
centers = [
|
||||||
|
"Chicago",
|
||||||
|
"New York City",
|
||||||
|
"Los Angeles",
|
||||||
|
"Houston",
|
||||||
|
"Phoenix",
|
||||||
|
"Philadelphia",
|
||||||
|
"San Antonio",
|
||||||
|
"San Diego",
|
||||||
|
"Dallas",
|
||||||
|
"San Jose",
|
||||||
|
]
|
||||||
|
plants = [
|
||||||
|
"Chicago",
|
||||||
|
"Phoenix",
|
||||||
|
"Dallas",
|
||||||
|
]
|
||||||
|
products = [
|
||||||
|
"film bale",
|
||||||
|
"cardboard bale"
|
||||||
|
]
|
||||||
|
initial_amount = dict(
|
||||||
|
(q, c) => rand(1:1000)
|
||||||
|
for q in centers, c in components
|
||||||
|
)
|
||||||
|
cost_tr = dict(
|
||||||
|
(q, p) => rand(1:10)
|
||||||
|
for q in centers, p in plants
|
||||||
|
)
|
||||||
|
cost_open = dict(
|
||||||
|
p => rand(5000:10000)
|
||||||
|
for p in plants
|
||||||
|
)
|
||||||
|
cost_var = dict(
|
||||||
|
p => rand(5:10)
|
||||||
|
for p in plants
|
||||||
|
)
|
||||||
|
revenue = dict(
|
||||||
|
(p, m) => rand(10:20)
|
||||||
|
for p in plants, m in products
|
||||||
|
)
|
||||||
|
alpha = dict(
|
||||||
|
"film bale" => dict(
|
||||||
|
"film" => dict(
|
||||||
|
"film" => 0.98,
|
||||||
|
"paper" => 0,
|
||||||
|
"cardboard" => 0,
|
||||||
|
),
|
||||||
|
"paper" => dict(
|
||||||
|
"film" => 0,
|
||||||
|
"paper" => 0.02,
|
||||||
|
"cardboard" => 0,
|
||||||
|
),
|
||||||
|
"cardboard" => dict(
|
||||||
|
"film" => 0,
|
||||||
|
"paper" => 0,
|
||||||
|
"cardboard" => 0.02,
|
||||||
|
),
|
||||||
|
),
|
||||||
|
"cardboard bale" => dict(
|
||||||
|
"film" => dict(
|
||||||
|
"film" => 0.0,
|
||||||
|
"paper" => 0.0,
|
||||||
|
"cardboard" => 0.0,
|
||||||
|
),
|
||||||
|
"paper" => dict(
|
||||||
|
"film" => 0.0,
|
||||||
|
"paper" => 0.02,
|
||||||
|
"cardboard" => 0.0,
|
||||||
|
),
|
||||||
|
"cardboard" => dict(
|
||||||
|
"film" => 0.0,
|
||||||
|
"paper" => 0.0,
|
||||||
|
"cardboard" => 0.75,
|
||||||
|
),
|
||||||
|
),
|
||||||
|
)
|
||||||
|
capacity = dict(
|
||||||
|
p => rand(10000:50000)
|
||||||
|
for p in plants
|
||||||
|
)
|
||||||
|
|
||||||
|
# Variables
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
@variable(model, y[centers, plants, components] >= 0)
|
||||||
|
@variable(model, y_total[centers, plants])
|
||||||
|
@variable(model, x[plants], Bin)
|
||||||
|
@variable(model, z_avail[plants, components])
|
||||||
|
@variable(model, z_prod[plants, products, components])
|
||||||
|
|
||||||
|
|
||||||
|
# Objective
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
@objective(
|
||||||
|
model,
|
||||||
|
Min,
|
||||||
|
|
||||||
|
# Transportation cost
|
||||||
|
+ sum(
|
||||||
|
cost_tr[q, p] * y[q, p, c]
|
||||||
|
for p in plants, q in centers, c in components
|
||||||
|
)
|
||||||
|
|
||||||
|
# Opening cost
|
||||||
|
+ sum(
|
||||||
|
cost_open[p] * x[p]
|
||||||
|
for p in plants
|
||||||
|
)
|
||||||
|
|
||||||
|
# Variable operating cost
|
||||||
|
+ sum(
|
||||||
|
cost_var[p] * y[q,p,c]
|
||||||
|
for q in centers, p in plants, c in components
|
||||||
|
)
|
||||||
|
|
||||||
|
# Revenue
|
||||||
|
+ sum(
|
||||||
|
revenue[p,m] * z_prod[p,m,c]
|
||||||
|
for p in plants, m in products, c in components
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
# Constraints
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
|
||||||
|
# Flow balance at centers:
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_flow_balance[q in centers, c in components],
|
||||||
|
sum(y[q,p,c] for p in plants) == initial_amount[q, c]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Total flow:
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_total_flow[q in centers, p in plants],
|
||||||
|
y_total[q,p] == sum(y[q,p,c] for c in components)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Center balance mix:
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_mix[q in centers, p in plants, c in components],
|
||||||
|
y[q,p,c] == initial_amount[q,c] / sum(initial_amount[q,d] for d in components) * y_total[q,p]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Plant capacity
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_capacity[p in plants],
|
||||||
|
sum(y_total[q,p] for q in centers) <= capacity[p] * x[p]
|
||||||
|
)
|
||||||
|
|
||||||
|
# Amount available
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_z_avail[p in plants, c in components],
|
||||||
|
z_avail[p,c] == sum(y[q,p,c] for q in centers)
|
||||||
|
)
|
||||||
|
|
||||||
|
# Amount produced
|
||||||
|
@constraint(
|
||||||
|
model,
|
||||||
|
eq_z_prod[p in plants, m in products, c in components],
|
||||||
|
z_prod[p,m,c] ==
|
||||||
|
sum(
|
||||||
|
alpha[m][c][d] *
|
||||||
|
z_avail[p,c]
|
||||||
|
for d in components
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
|
||||||
|
# Run
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
print(model)
|
||||||
|
optimize!(model)
|
||||||
|
|
||||||
|
# Report: Transportation
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
df = DataFrame()
|
||||||
|
df."center" = String[]
|
||||||
|
df."plant" = String[]
|
||||||
|
df."component" = String[]
|
||||||
|
df."amount sent (tonne)" = Float64[]
|
||||||
|
df."transportation cost (\$)" = Float64[]
|
||||||
|
df."variable operating cost (\$)" = Float64[]
|
||||||
|
for q in centers, p in plants, c in components
|
||||||
|
if value(y[q, p, c]) ≈ 0
|
||||||
|
continue
|
||||||
|
end
|
||||||
|
push!(
|
||||||
|
df,
|
||||||
|
[
|
||||||
|
q,
|
||||||
|
p,
|
||||||
|
c,
|
||||||
|
value(y[q, p, c]),
|
||||||
|
cost_tr[q, p] * value(y[q, p, c]),
|
||||||
|
cost_var[p] * value(y[q,p,c])
|
||||||
|
]
|
||||||
|
)
|
||||||
|
end
|
||||||
|
CSV.write("output-2/tr.csv", df)
|
||||||
|
|
||||||
|
|
||||||
|
# Report: Plant
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
df = DataFrame()
|
||||||
|
df."plant" = String[]
|
||||||
|
df."is open?" = Float64[]
|
||||||
|
df."capacity (tonne)" = Float64[]
|
||||||
|
df."utilization (tonne)" = Float64[]
|
||||||
|
df."opening cost (\$)" = Float64[]
|
||||||
|
for p in plants
|
||||||
|
if value(x[p]) ≈ 0
|
||||||
|
continue
|
||||||
|
end
|
||||||
|
push!(
|
||||||
|
df,
|
||||||
|
[
|
||||||
|
p,
|
||||||
|
value(x[p]),
|
||||||
|
capacity[p],
|
||||||
|
sum(value(y_total[q,p]) for q in centers),
|
||||||
|
cost_open[p] * value(x[p])
|
||||||
|
]
|
||||||
|
)
|
||||||
|
end
|
||||||
|
CSV.write("output-2/plant.csv", df)
|
||||||
|
|
||||||
|
# Report: Plant Outputs
|
||||||
|
# -------------------------------------------------------------------------
|
||||||
|
df = DataFrame()
|
||||||
|
df."plant" = String[]
|
||||||
|
df."product" = String[]
|
||||||
|
df."component" = String[]
|
||||||
|
df."amount produced (tonne)" = Float64[]
|
||||||
|
df."revenue (\$)" = Float64[]
|
||||||
|
for p in plants, m in products, c in components
|
||||||
|
if value(z_prod[p, m, c]) ≈ 0
|
||||||
|
continue
|
||||||
|
end
|
||||||
|
push!(
|
||||||
|
df,
|
||||||
|
[
|
||||||
|
p,
|
||||||
|
m,
|
||||||
|
c,
|
||||||
|
value(z_prod[p, m, c]),
|
||||||
|
revenue[p,m] * value(z_prod[p,m,c])
|
||||||
|
]
|
||||||
|
)
|
||||||
|
end
|
||||||
|
CSV.write("output-2/plant-outputs.csv", df)
|
||||||
|
|
||||||
|
end
|
||||||
|
|
||||||
|
model2()
|
||||||
File diff suppressed because it is too large
Load Diff
|
|
|
@ -0,0 +1,815 @@
|
|||||||
|
{
|
||||||
|
"parameters": {
|
||||||
|
"time horizon (years)": 2
|
||||||
|
},
|
||||||
|
"products": {
|
||||||
|
"Waste": {
|
||||||
|
"components": [
|
||||||
|
"Film",
|
||||||
|
"Paper",
|
||||||
|
"Cardboard"
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"transportation cost ($/km/tonne)": [
|
||||||
|
0.05,
|
||||||
|
0.05
|
||||||
|
],
|
||||||
|
"transportation emissions (tonne/km/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Film bale": {
|
||||||
|
"components": [
|
||||||
|
"Film",
|
||||||
|
"Paper",
|
||||||
|
"Cardboard"
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"transportation cost ($/km/tonne)": [
|
||||||
|
0.05,
|
||||||
|
0.05
|
||||||
|
],
|
||||||
|
"transportation emissions (tonne/km/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Cardboard bale": {
|
||||||
|
"components": [
|
||||||
|
"Paper",
|
||||||
|
"Cardboard"
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"transportation cost ($/km/tonne)": [
|
||||||
|
0.05,
|
||||||
|
0.05
|
||||||
|
],
|
||||||
|
"transportation emissions (tonne/km/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Cardboard sheets": {
|
||||||
|
"components": [
|
||||||
|
"Cardboard"
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"transportation cost ($/km/tonne)": [
|
||||||
|
0.05,
|
||||||
|
0.05
|
||||||
|
],
|
||||||
|
"transportation emissions (tonne/km/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"centers": {
|
||||||
|
"Collection (Chicago)": {
|
||||||
|
"latitude": 41.881832,
|
||||||
|
"longitude": -87.623177,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
716.0,
|
||||||
|
2864.0,
|
||||||
|
1074.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
1394.0,
|
||||||
|
5576.0,
|
||||||
|
2091.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (New York City)": {
|
||||||
|
"latitude": 40.712776,
|
||||||
|
"longitude": -74.005974,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
990.0,
|
||||||
|
891.0,
|
||||||
|
297.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
6450.0,
|
||||||
|
5805.0,
|
||||||
|
1935.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (Los Angeles)": {
|
||||||
|
"latitude": 34.052235,
|
||||||
|
"longitude": -118.243683,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
4160.0,
|
||||||
|
3640.0,
|
||||||
|
5200.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
5704.0,
|
||||||
|
4991.0,
|
||||||
|
7130.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (Houston)": {
|
||||||
|
"latitude": 29.760427,
|
||||||
|
"longitude": -95.369804,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
2668.0,
|
||||||
|
4669.0,
|
||||||
|
6670.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
1852.0,
|
||||||
|
3241.0,
|
||||||
|
4630.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (Phoenix)": {
|
||||||
|
"latitude": 33.448376,
|
||||||
|
"longitude": -112.074036,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
3635.0,
|
||||||
|
6543.0,
|
||||||
|
5089.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
2275.0,
|
||||||
|
4095.0,
|
||||||
|
3185.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (Philadelphia)": {
|
||||||
|
"latitude": 39.952583,
|
||||||
|
"longitude": -75.165222,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
220.0,
|
||||||
|
880.0,
|
||||||
|
880.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
962.0,
|
||||||
|
3848.0,
|
||||||
|
3848.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (San Antonio)": {
|
||||||
|
"latitude": 29.424122,
|
||||||
|
"longitude": -98.493629,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
288.0,
|
||||||
|
252.0,
|
||||||
|
324.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
4240.0,
|
||||||
|
3710.0,
|
||||||
|
4770.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (San Diego)": {
|
||||||
|
"latitude": 32.715736,
|
||||||
|
"longitude": -117.161087,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
6690.0,
|
||||||
|
1338.0,
|
||||||
|
4014.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
8460.0,
|
||||||
|
1692.0,
|
||||||
|
5076.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (Dallas)": {
|
||||||
|
"latitude": 32.776664,
|
||||||
|
"longitude": -96.796988,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
5096.0,
|
||||||
|
728.0,
|
||||||
|
5824.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
4354.0,
|
||||||
|
622.0,
|
||||||
|
4976.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Collection (San Jose)": {
|
||||||
|
"latitude": 37.338208,
|
||||||
|
"longitude": -121.886329,
|
||||||
|
"output": {
|
||||||
|
"Waste": {
|
||||||
|
"initial amount (tonne)": [
|
||||||
|
[
|
||||||
|
1255.0,
|
||||||
|
2510.0,
|
||||||
|
251.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
4650.0,
|
||||||
|
9300.0,
|
||||||
|
930.0
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
"storage cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"storage limit (tonne)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"acquisition cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"plants": {
|
||||||
|
"MRF (Chicago)": {
|
||||||
|
"latitude": 41.881832,
|
||||||
|
"longitude": -87.623177,
|
||||||
|
"input": "Waste",
|
||||||
|
"output": {
|
||||||
|
"Film bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.98,
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.02
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"Cardboard bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.75
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"MRF (Phoenix)": {
|
||||||
|
"latitude": 33.448376,
|
||||||
|
"longitude": -112.074036,
|
||||||
|
"input": "Waste",
|
||||||
|
"output": {
|
||||||
|
"Film bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.98,
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.02
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"Cardboard bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.75
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"MRF (Dallas)": {
|
||||||
|
"latitude": 32.776664,
|
||||||
|
"longitude": -96.796988,
|
||||||
|
"input": "Waste",
|
||||||
|
"output": {
|
||||||
|
"Film bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.98,
|
||||||
|
0.0,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.02
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
},
|
||||||
|
"Cardboard bale": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.02,
|
||||||
|
0.0
|
||||||
|
],
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.0,
|
||||||
|
0.75
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-10.0,
|
||||||
|
-10.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Paper Mill (Chicago)": {
|
||||||
|
"latitude": 41.881832,
|
||||||
|
"longitude": -87.623177,
|
||||||
|
"input": "Cardboard bale",
|
||||||
|
"output": {
|
||||||
|
"Cardboard sheets": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.95
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-100.0,
|
||||||
|
-100.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Paper Mill (Phoenix)": {
|
||||||
|
"latitude": 33.448376,
|
||||||
|
"longitude": -112.074036,
|
||||||
|
"input": "Cardboard bale",
|
||||||
|
"output": {
|
||||||
|
"Cardboard sheets": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.95
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-100.0,
|
||||||
|
-100.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"Paper Mill (Dallas)": {
|
||||||
|
"latitude": 32.776664,
|
||||||
|
"longitude": -96.796988,
|
||||||
|
"input": "Cardboard bale",
|
||||||
|
"output": {
|
||||||
|
"Cardboard sheets": {
|
||||||
|
"output matrix": [
|
||||||
|
[
|
||||||
|
0.0,
|
||||||
|
0.95
|
||||||
|
]
|
||||||
|
],
|
||||||
|
"disposal limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
],
|
||||||
|
"disposal cost ($/tonne)": [
|
||||||
|
-100.0,
|
||||||
|
-100.0
|
||||||
|
]
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"fixed operating cost ($)": [
|
||||||
|
1000.0,
|
||||||
|
1000.0
|
||||||
|
],
|
||||||
|
"variable operating cost ($/tonne)": [
|
||||||
|
1.0,
|
||||||
|
1.0
|
||||||
|
],
|
||||||
|
"opening cost ($)": [
|
||||||
|
10000.0,
|
||||||
|
10000.0
|
||||||
|
],
|
||||||
|
"capacity (tonne)": 50000.0,
|
||||||
|
"emissions (tonne/tonne)": {
|
||||||
|
"CO2": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
"emissions": {
|
||||||
|
"CO2": {
|
||||||
|
"penalty ($/tonne)": [
|
||||||
|
0.01,
|
||||||
|
0.01
|
||||||
|
],
|
||||||
|
"limit (tonne)": [
|
||||||
|
1.0e6,
|
||||||
|
1.0e6
|
||||||
|
]
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
|
|
|
|
Loading…
Reference in new issue