IN-CORE · ywkim312 · May 20, 2024
diff --git a/manual_jb/content/analyses/traffic_flow_recovery.md b/manual_jb/content/analyses/traffic_flow_recovery.md
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+# Traffic flow recovery
+
+**Description**
+
+This analysis computes the damage to bridges, first calling the bridge damage analysis. It then uses nodes and links 
+in traffic flow path and Average Daily Traffic (ADT) data of bridges to calculate a traffic flow network post-disaster recovery.
+Additionally, the analysis can be used in stochastic calculations with an integer value being imported 
+to seed the random number generator.
+
+The output of this analysis is a CSV file with recovery trajectory timelines and data.
+
+**Input Parameters**
+
+key name | type | name | description
+--- | --- | --- | ---
+`pm` <sup>*</sup> | `int` | Performance metrics | Name of the result dataset.
+`ini_num_population` <sup>*</sup> | `int` | Population number | An initial population number.
+`population_size` <sup>*</sup> | `int` | Population size | A population size.
+`num_generation` <sup>*</sup> | `int` | Number generation | Number of iterations per scenario.
+`mutation_rate` <sup>*</sup> | `float` | Mutation rate | Mutation rate for the NSGA-II algorithm used for recovery rate.
+`crossover_rate` <sup>*</sup> | `float` | Crossover rate | Crossover rate for the NSGA-II algorithm used for recovery rate.
+`num_cpu` | `int` | Number of CPUs | Number of CPUs used for parallel computations. <br>Default *1*.
+
+**Input Datasets**
+
+key name | type | name | description
+--- | --- | --- | ---
+`bridges` <sup>*</sup> | [`ergo:bridges`](https://incore.ncsa.illinois.edu/semantics/api/types/ergo:bridges) | Bridge dataset | A bridge dataset.
+`nodes` <sup>*</sup> | [`ergo:roadNetwork`](https://incore.ncsa.illinois.edu/semantics/api/types/ergo:roadNetwork) | Rad nodes | A road network dataset.
+`links` <sup>*</sup> | [`ergo:roadNetwork`](https://incore.ncsa.illinois.edu/semantics/api/types/ergo:roadNetwork) | Road links | A road network dataset.
+`bridge_damage_value` <sup>*</sup> | [`incore:bridgeDamageValue`](https://incore.ncsa.illinois.edu/semantics/api/types/incore:bridgeDamageValue) | Bridge damages | A bridge dataset.
+`unrepaired_bridge` <sup>*</sup> | [`incore:unrepairedBridge`](https://incore.ncsa.illinois.edu/semantics/api/types/incore:unrepairedBridge) | Unrepaired bridges | An unrepaired bridge dataset.
+`ADT` <sup>*</sup> | [`incore:ADT`](https://incore.ncsa.illinois.edu/semantics/api/types/incore:ADT) | Bridge traffic | A dataset of daily traffic.
+
+**Output Datasets**
+
+key name | type                                                                                                                              | name | description
+--- |-----------------------------------------------------------------------------------------------------------------------------------| --- | ---
+`optimal_solution_of_bridge_repair_schedule` <sup>*</sup> | [`incore:transportationRepairSchedule`](https://incore.ncsa.illinois.edu/semantics/api/types/incore:transportationRepairSchedule) | Repair schedule | A dataset containing results (format: CSV).
+`overall_traffic_flow_recovery_trajectory` <sup>*</sup> | [`incore:trafficFlowRecovery`](https://incore.ncsa.illinois.edu/semantics/api/types/incore:trafficFlowRecovery)                   | Recovery trajectory | A dataset containing results (format: CSV).
+
+<small>(* required)</small>
+
+**Execution**
+
+code snippet:
+
+```
+    # Create traffic flow recovery instance
+    traffic_flow_recovery = TrafficFlowRecovery(client)
+
+    # Load input datasets
+    traffic_flow_recovery.load_remote_input_dataset("nodes", nodes)
+    traffic_flow_recovery.load_remote_input_dataset("links", links)
+    traffic_flow_recovery.load_remote_input_dataset('bridges', bridges)
+    traffic_flow_recovery.load_remote_input_dataset('bridge_damage_value', bridge_damage)
+    traffic_flow_recovery.load_remote_input_dataset('unrepaired_bridge', unrepaired)
+    traffic_flow_recovery.load_remote_input_dataset('ADT', ADT_data)
+
+    # Set analysis parameters
+    traffic_flow_recovery.set_parameter("num_cpu", 4)
+    traffic_flow_recovery.set_parameter("pm", 1)
+    traffic_flow_recovery.set_parameter('ini_num_population', 5)
+    traffic_flow_recovery.set_parameter("population_size", 3)
+    traffic_flow_recovery.set_parameter("num_generation", 2)
+    traffic_flow_recovery.set_parameter("mutation_rate", 0.1)
+    traffic_flow_recovery.set_parameter("crossover_rate", 1.0)
+
+    # Run traffic flow recovery analysis
+    traffic_flow_recovery.run_analysis()
+```
+
+full analysis: [traffic_flow_recovery.ipynb](https://github.com/IN-CORE/incore-docs/blob/main/notebooks/traffic_flow_recovery.ipynb)
diff --git a/notebooks/Galveston_testbed/Galveston_testbed.ipynb b/notebooks/Galveston_testbed/Galveston_testbed.ipynb
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diff --git a/notebooks/Joplin_testbed/Joplin_testbed.ipynb b/notebooks/Joplin_testbed/Joplin_testbed.ipynb
diff --git a/notebooks/Lumberton_testbed/Lumberton_testbed.ipynb b/notebooks/Lumberton_testbed/Lumberton_testbed.ipynb
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diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.cpg b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.cpg
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+ISO-8859-1
diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.csv b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.csv
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diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.dbf b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.dbf
diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.prj b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.prj
@@ -0,0 +1 @@
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diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.shp b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.shp
diff --git a/notebooks/Lumberton_testbed/program_name/program_name_geo_name.shx b/notebooks/Lumberton_testbed/program_name/program_name_geo_name.shx
diff --git a/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.dbf b/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.dbf
diff --git a/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.prj b/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.prj
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diff --git a/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.shp b/notebooks/Lumberton_testbed/shapefiletemp/tl_2010_37155_bg10.shp
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1 @@
		GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]]
Original file line number	Diff line number	Diff line change
		@@ -0,0 +1 @@
		GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137,298.257222101]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]