From 3d0f25693e7d406899a8b6110aa4ee645acc6865 Mon Sep 17 00:00:00 2001
From: imcovangent <I.vanGent@tudelft.nl>
Date: Wed, 21 Mar 2018 18:13:46 +0100
Subject: [PATCH] Updated BLISS-2000 in SSBJ.

Former-commit-id: 464bcfd1411112a8b34c3c95a53b200eb09698af
---
 examples/scripts/ssbj.py                      |   8 +-
 examples/scripts/ssbj/(X)DSM/FPG_MDO.pdf      | Bin 36480 -> 36480 bytes
 .../scripts/ssbj/(X)DSM/Mdao_BLISS-2000.pdf   | Bin 84740 -> 84740 bytes
 examples/scripts/ssbj/(X)DSM/RCG_basic.pdf    | Bin 33639 -> 33639 bytes
 examples/scripts/ssbj/(X)DSM/RCG_extended.pdf | Bin 36470 -> 36470 bytes
 examples/scripts/ssbj/CMDOWS/FPG_MDO.xml      |   4 +-
 .../scripts/ssbj/CMDOWS/Mdao_BLISS-2000.xml   | 142 ++++++++++++++-
 examples/scripts/ssbj/CMDOWS/RCG.xml          |   4 +-
 .../scripts/ssbj/KDMS/Mdao_BLISS-2000.kdms    | 169 +++++++++---------
 .../ssbj/KDMS/Mdao_BLISS-2000_mpg.kdms        | Bin 21499 -> 22214 bytes
 examples/scripts/ssbj/VISTOMS/VISTOMS.html    |   2 +-
 kadmos/graph/graph_kadmos.py                  |   3 +-
 12 files changed, 238 insertions(+), 94 deletions(-)

diff --git a/examples/scripts/ssbj.py b/examples/scripts/ssbj.py
index ba3d9ffa5..f019840b6 100644
--- a/examples/scripts/ssbj.py
+++ b/examples/scripts/ssbj.py
@@ -15,8 +15,8 @@ mdao_definitions = ['MDF-GS',      # 0
                     'BLISS-2000']  # 4
 
 # Settings for scripting
-mdao_definitions_loop_all = True      # Option for looping through all MDAO definitions
-mdao_definition_id = 2                # Option for selecting a MDAO definition (in case mdao_definitions_loop_all=False)
+mdao_definitions_loop_all = False      # Option for looping through all MDAO definitions
+mdao_definition_id = 4                # Option for selecting a MDAO definition (in case mdao_definitions_loop_all=False)
 
 # Settings for loading and saving
 kb_dir = os.path.join(os.path.dirname(os.path.realpath(__file__)), '../knowledgebases')
@@ -168,7 +168,9 @@ for mdao_definition in mdao_definitions:
     print('Scripting ' + str(mdao_definition) + '...')
 
     # Change the problem formulation of the FPG based on the MDAO definition
-    fpg.add_problem_formulation(mdao_definition, function_order)
+    fpg.add_problem_formulation(mdao_definition, function_order,
+                                doe_settings=None if mdao_definition is not 'BLISS-2000' else
+                                {'doe_method': 'Latin hypercube design', 'doe_seed': 5, 'doe_runs': 50})
 
     # Get Mdao graphs
     mdg, mpg = fpg.impose_mdao_architecture()
diff --git a/examples/scripts/ssbj/(X)DSM/FPG_MDO.pdf b/examples/scripts/ssbj/(X)DSM/FPG_MDO.pdf
index 44c6b2ee8b19872e5e899190f7ae20fd1dedcbc5..4e262cb4ac7b0186ec883f91e9b0d49c7e0eabba 100644
GIT binary patch
delta 98
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W*~G}e#l+FrPQiwdlF5sE?*ah(^%>>>

delta 98
zcmZpe%hWKJX#;0Fv$>JUWS({f5WQKy-H^@M)X31)#oW=^+}zO6+||;}$=uS!(b&k)
W#mv#d!p+RcPQiwdlF5sE?*ahrxfz@Q

diff --git a/examples/scripts/ssbj/(X)DSM/Mdao_BLISS-2000.pdf b/examples/scripts/ssbj/(X)DSM/Mdao_BLISS-2000.pdf
index 204916a39c25412e30109b3b08b3e718d8e0b57c..7a92d0ab5472f5d3d913fd9222b075db36c4513a 100644
GIT binary patch
delta 134
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ABLDyZ

delta 134
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D&=nxP

diff --git a/examples/scripts/ssbj/(X)DSM/RCG_basic.pdf b/examples/scripts/ssbj/(X)DSM/RCG_basic.pdf
index 65ba55483abcdc12e335c1bf594ef569c522e8cb..1e9fbb34a67088afb735e3dc1df1cd8990753d34 100644
GIT binary patch
delta 127
zcmaFf#`L_6X~W-Y4GRM^69a7nLv;fKbxkgP-~1Gp#FA764HqjT149b~V<ST#2~@IK
ywMK!>*~Qh()z!(>(Z$Kp$jQ{z*vZJz)zQS%&BfT*$k^1$(N4jJkdnzAP4@xDuOd7E

delta 127
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yH41FbmM%taPNwD-E+%fqCT3>FhR$Y=E{4XYrbezNhUTUgb_zCxluYhux(@)A86gA!

diff --git a/examples/scripts/ssbj/(X)DSM/RCG_extended.pdf b/examples/scripts/ssbj/(X)DSM/RCG_extended.pdf
index 83a99c4a4e80625505a16a9ffb19f9bf26942a05..773c634d9a9516b3ccea3e86340c6a1e6a4f9046 100644
GIT binary patch
delta 127
zcmex1hw0lKrVanvG%O6vOpLV+4Al(`)HS*Eee+XX5=&AQG+eBV3=Ay{jExL|Bv8p_
zwRU|rXE$dfb4v?zHy3krS4TrfS0f`=BV$uT3nOPIBO@bILpuc<LP{pj=)DI3&qyJ)

delta 127
zcmex1hw0lKrVanvG|Y`mOiZ;64Al(`)HS*Eee+XX5=&AQG+eBV3=Ay{jExKp!Adr(
ywd=Dv8yj0%SXdexIJ>$TI-0l`JDRw<I-9tenHrl}m|M7++9}u&QZji)?>zv|BO&Vm

diff --git a/examples/scripts/ssbj/CMDOWS/FPG_MDO.xml b/examples/scripts/ssbj/CMDOWS/FPG_MDO.xml
index a19a4a521..3b086afc6 100644
--- a/examples/scripts/ssbj/CMDOWS/FPG_MDO.xml
+++ b/examples/scripts/ssbj/CMDOWS/FPG_MDO.xml
@@ -3,14 +3,14 @@
   <header>
     <creator>Imco van Gent</creator>
     <description>FPG CMDOWS file of the super-sonic business jet test case optimization problem</description>
-    <timestamp>2018-03-21T17:24:43.698182</timestamp>
+    <timestamp>2018-03-21T18:06:39.928759</timestamp>
     <fileVersion>0.1</fileVersion>
     <cmdowsVersion>0.7</cmdowsVersion>
     <updates>
       <update>
         <modification>KADMOS export of a fundamental problem graph (FPG).</modification>
         <creator>Imco van Gent</creator>
-        <timestamp>2018-03-21T17:24:43.698182</timestamp>
+        <timestamp>2018-03-21T18:06:39.928759</timestamp>
         <fileVersion>0.1</fileVersion>
         <cmdowsVersion>0.7</cmdowsVersion>
       </update>
diff --git a/examples/scripts/ssbj/CMDOWS/Mdao_BLISS-2000.xml b/examples/scripts/ssbj/CMDOWS/Mdao_BLISS-2000.xml
index ac0059b8f..a88e906c4 100644
--- a/examples/scripts/ssbj/CMDOWS/Mdao_BLISS-2000.xml
+++ b/examples/scripts/ssbj/CMDOWS/Mdao_BLISS-2000.xml
@@ -3,14 +3,14 @@
   <header>
     <creator>Imco van Gent</creator>
     <description>Mdao CMDOWS file of the super-sonic business jet test case optimization problem</description>
-    <timestamp>2018-03-20T16:50:52.734083</timestamp>
+    <timestamp>2018-03-21T18:06:39.928759</timestamp>
     <fileVersion>0.1</fileVersion>
     <cmdowsVersion>0.7</cmdowsVersion>
     <updates>
       <update>
         <modification>KADMOS export of a mdao data graph (MDG).</modification>
         <creator>Imco van Gent</creator>
-        <timestamp>2018-03-20T16:50:52.734083</timestamp>
+        <timestamp>2018-03-21T18:06:39.928759</timestamp>
         <fileVersion>0.1</fileVersion>
         <cmdowsVersion>0.7</cmdowsVersion>
       </update>
@@ -1405,6 +1405,10 @@
         <executableBlock position="9">F[R]</executableBlock>
       </executableBlocksOrder>
       <allowUnconvergedCouplings>false</allowUnconvergedCouplings>
+      <doeSettings>
+        <doeMethod>Latin hypercube design</doeMethod>
+        <doeRuns>50</doeRuns>
+      </doeSettings>
     </problemFormulation>
     <problemRoles>
       <parameters>
@@ -5100,6 +5104,14 @@
       <optimizers>
         <optimizer uID="Sys-Optimizer">
           <label>Sys-OPT</label>
+          <settings>
+            <maximum_iterations>1000</maximum_iterations>
+            <algorithm>Dakota Quasi-Newton method</algorithm>
+            <apply_scaling>True</apply_scaling>
+            <maximum_function_evaluations>1000</maximum_function_evaluations>
+            <constraint_tolerance>0.0001</constraint_tolerance>
+            <convergence_tolerance>0.0001</convergence_tolerance>
+          </settings>
           <designVariables>
             <designVariable>
               <designVariableUID>__desVar__/data_schema/distributedArchitectures/group1/couplingWeights/w1__i2</designVariableUID>
@@ -5193,6 +5205,14 @@
         </optimizer>
         <optimizer uID="Sub-Optimizer-0">
           <label>Sub-OPT-0</label>
+          <settings>
+            <maximum_iterations>1000</maximum_iterations>
+            <algorithm>Dakota Quasi-Newton method</algorithm>
+            <apply_scaling>True</apply_scaling>
+            <maximum_function_evaluations>1000</maximum_function_evaluations>
+            <constraint_tolerance>0.0001</constraint_tolerance>
+            <convergence_tolerance>0.0001</convergence_tolerance>
+          </settings>
           <designVariables>
             <designVariable>
               <designVariableUID>__desVar__/data_schema/aircraft/geometry/section</designVariableUID>
@@ -5229,6 +5249,14 @@
         </optimizer>
         <optimizer uID="Sub-Optimizer-1">
           <label>Sub-OPT-1</label>
+          <settings>
+            <maximum_iterations>1000</maximum_iterations>
+            <algorithm>Dakota Quasi-Newton method</algorithm>
+            <apply_scaling>True</apply_scaling>
+            <maximum_function_evaluations>1000</maximum_function_evaluations>
+            <constraint_tolerance>0.0001</constraint_tolerance>
+            <convergence_tolerance>0.0001</convergence_tolerance>
+          </settings>
           <designVariables>
             <designVariable>
               <designVariableUID>__desVar__/data_schema/aircraft/other/Cf</designVariableUID>
@@ -5247,6 +5275,14 @@
         </optimizer>
         <optimizer uID="Sub-Optimizer-2">
           <label>Sub-OPT-2</label>
+          <settings>
+            <maximum_iterations>1000</maximum_iterations>
+            <algorithm>Dakota Quasi-Newton method</algorithm>
+            <apply_scaling>True</apply_scaling>
+            <maximum_function_evaluations>1000</maximum_function_evaluations>
+            <constraint_tolerance>0.0001</constraint_tolerance>
+            <convergence_tolerance>0.0001</convergence_tolerance>
+          </settings>
           <designVariables>
             <designVariable>
               <designVariableUID>__desVar__/data_schema/aircraft/other/T</designVariableUID>
@@ -5278,12 +5314,114 @@
       <does>
         <doe uID="Sub-DOE-2">
           <label>DOE</label>
+          <settings>
+            <doeMethod>Latin hypercube design</doeMethod>
+            <doeRuns>50</doeRuns>
+            <doeSeed>5</doeSeed>
+          </settings>
+          <designVariables>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group2/couplingWeights/w2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group2/couplingWeights/w1</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group2/couplingWeights/w0</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/h__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/M__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/D__i2</designVariableUID>
+            </designVariable>
+          </designVariables>
         </doe>
         <doe uID="Sub-DOE-1">
           <label>DOE</label>
+          <settings>
+            <doeMethod>Latin hypercube design</doeMethod>
+            <doeRuns>50</doeRuns>
+            <doeSeed>5</doeSeed>
+          </settings>
+          <designVariables>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group1/couplingWeights/w2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WT__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/tc__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/AR__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/h</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/M</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/reference/ESF</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Sref__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Lambda__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/geometry/Theta__i2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group1/couplingWeights/w0</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group1/couplingWeights/w1</designVariableUID>
+            </designVariable>
+          </designVariables>
         </doe>
         <doe uID="Sub-DOE-0">
           <label>DOE</label>
+          <settings>
+            <doeMethod>Latin hypercube design</doeMethod>
+            <doeRuns>50</doeRuns>
+            <doeSeed>5</doeSeed>
+          </settings>
+          <designVariables>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/L</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/AR</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WE</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Sref</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group0/couplingWeights/w1</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group0/couplingWeights/w0</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/distributedArchitectures/group0/couplingWeights/w2</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/tc</designVariableUID>
+            </designVariable>
+            <designVariable>
+              <designVariableUID>__desVar__/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Lambda</designVariableUID>
+            </designVariable>
+          </designVariables>
         </doe>
       </does>
       <consistencyConstraintFunctions>
diff --git a/examples/scripts/ssbj/CMDOWS/RCG.xml b/examples/scripts/ssbj/CMDOWS/RCG.xml
index 4a9640031..832eab8ed 100644
--- a/examples/scripts/ssbj/CMDOWS/RCG.xml
+++ b/examples/scripts/ssbj/CMDOWS/RCG.xml
@@ -3,14 +3,14 @@
   <header>
     <creator>Lukas Mueller</creator>
     <description>RCG CMDOWS file of the super-sonic business jet test case optimization problem</description>
-    <timestamp>2018-03-21T17:24:43.698182</timestamp>
+    <timestamp>2018-03-21T18:06:39.928759</timestamp>
     <fileVersion>0.1</fileVersion>
     <cmdowsVersion>0.7</cmdowsVersion>
     <updates>
       <update>
         <modification>KADMOS export of a repository connectivity graph (RCG).</modification>
         <creator>Lukas Mueller</creator>
-        <timestamp>2018-03-21T17:24:43.698182</timestamp>
+        <timestamp>2018-03-21T18:06:39.928759</timestamp>
         <fileVersion>0.1</fileVersion>
         <cmdowsVersion>0.7</cmdowsVersion>
       </update>
diff --git a/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000.kdms b/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000.kdms
index b4d0a532d..9b7f8d7da 100644
--- a/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000.kdms
+++ b/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000.kdms
@@ -4,87 +4,90 @@ q
)
 dict
 qU
 root_graphqhUedge_attr_dict_factoryqhUgraphq	}q
-(UdescriptionqUvSolution strategy to solve the super-sonic business jet test case optimization problem using the strategy: BLISS-2000.Uproblem_formulationq}q
(Uallow_unconverged_couplingsq‰Ufunction_orderq]q(U
-StructuresqUAerodynamicsqU
-PropulsionqUPerformanceqU	C[sigmas]qUC[Theta]qUC[dpdx]qUC[prop]qUF[R]qeUconvergence_typeqNUmdao_architectureqU
-BLISS-2000qUcoupled_functions_groupsq]q(]qha]q ha]q!haeUfunction_orderingq"}q#(Ucoupledq$]q%(hhheUpre-couplingq&]U
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diff --git a/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000_mpg.kdms b/examples/scripts/ssbj/KDMS/Mdao_BLISS-2000_mpg.kdms
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diff --git a/examples/scripts/ssbj/VISTOMS/VISTOMS.html b/examples/scripts/ssbj/VISTOMS/VISTOMS.html
index 023953353..b3e929ddb 100644
--- a/examples/scripts/ssbj/VISTOMS/VISTOMS.html
+++ b/examples/scripts/ssbj/VISTOMS/VISTOMS.html
@@ -1879,7 +1879,7 @@ th, td {
 			}
 			
 			//@Imco: Here is the sellar problem example data
-			theData = {"graphs": [{"description": "Repository of the super-sonic business jet test case optimization problem", "problem_formulation": {}, "xdsm": {"nodes": [{"type": "coordinator", "id": "id_Coordinator", "name": "Coordinator", "metadata": [{"name": "Coordinator"}, {"description": "Action block providing system inputs and collecting outputs."}, {"creator": "Imco van Gent"}]}, {"type": "rcganalysis", "id": "id_Structures", "name": "Structures", "metadata": [{"name": "Structures"}, {"mode": "main"}, {"version": "1.0"}, {"execution_info": null}, {"instance": "1"}, {"performance_info": null}, {"general_info": null}, {"projectSpecific": null}]}, {"type": "rcganalysis", "id": "id_Aerodynamics", "name": "Aerodynamics", "metadata": [{"name": "Aerodynamics"}, {"mode": "main"}, {"version": "1.0"}, {"execution_info": null}, {"instance": "1"}, {"performance_info": null}, {"general_info": null}, {"projectSpecific": null}]}, {"type": "rcganalysis", "id": "id_Propulsion", "name": 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"/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group2/couplingWeights/w2,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group2/couplingWeights/w0,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group2/couplingWeights/w1,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/reference/h__i2,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/reference/M__i2,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/D__i2", "short_name": "6 couplings"}, {"to": "id_Sub-SM-builder-2", "from": "id_Sub-DOE-2", "name": "/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/weight/WE,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/reference/ESF,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/other/T,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/other/SFC", "short_name": "4 couplings"}, {"to": "id_Sub-SM-builder-0", "from": "id_Sub-DOE-0", "name": "/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/weight/WT,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/section,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/lambda,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/weight/WF,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/geometry/Theta", "short_name": "5 couplings"}, {"to": "id_Sub-SM-builder-0", "from": "id_Sub-SM-bounds-0", "name": "/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/L,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Lambda,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WE,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Sref,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group0/couplingWeights/w0,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/AR,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group0/couplingWeights/w2,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/distributedArchitectures/group0/couplingWeights/w1,/data_schema/architectureNodes/doeInputSampleLists/data_schemaCopy/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/tc", "short_name": "9 couplings"}, {"to": "id_Sub-SM-builder-1", "from": "id_Sub-DOE-1", "name": "/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/other/L,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/other/Cf,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/other/fin,/data_schema/architectureNodes/doeOutputSampleLists/data_schemaCopy/architectureNodes/finalOutputVariables/data_schemaCopy/aircraft/other/D", "short_name": "4 couplings"}, {"to": "id_Sub-SM-builder-1", "from": "id_Sub-SM-bounds-1", "name": 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"short_name": "12 couplings"}, {"to": "id_WCF2", "from": "id_Propulsion", "name": "/data_schema/reference/ESF,/data_schema/aircraft/weight/WE,/data_schema/aircraft/other/SFC", "short_name": "3 couplings"}, {"to": "id_WCF2", "from": "id_Sub-DOE-2", "name": "/data_schema/distributedArchitectures/group2/couplingWeights/w2,/data_schema/distributedArchitectures/group2/couplingWeights/w1,/data_schema/distributedArchitectures/group2/couplingWeights/w0", "short_name": "3 couplings"}, {"to": "id_Sub-Surrogate-Model-1", "from": "id_Sys-Optimizer", "name": "/data_schema/distributedArchitectures/group1/couplingWeights/w1__i2,/data_schema/reference/h,/data_schema/aircraft/geometry/Sref,/data_schema/aircraft/geometry/AR,/data_schema/distributedArchitectures/group1/couplingWeights/w2__i2,/data_schema/aircraft/geometry/tc,/data_schema/reference/M,/data_schema/aircraft/geometry/Lambda,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WT,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/geometry/Theta,/data_schema/distributedArchitectures/group1/couplingWeights/w0__i2,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/reference/ESF__i2", "short_name": "12 couplings"}, {"to": "id_Sub-Surrogate-Model-1", "from": "id_Sub-SM-builder-1", "name": "//surrogateModels/SubSMB1/definition", "short_name": "1 couplings"}, {"to": "id_Sub-Surrogate-Model-0", "from": "id_Sys-Optimizer", "name": "/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WE__i2,/data_schema/aircraft/geometry/Sref,/data_schema/aircraft/geometry/AR,/data_schema/distributedArchitectures/group0/couplingWeights/w2__i2,/data_schema/aircraft/geometry/tc,/data_schema/aircraft/geometry/Lambda,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/L__i2,/data_schema/distributedArchitectures/group0/couplingWeights/w1__i2,/data_schema/distributedArchitectures/group0/couplingWeights/w0__i2", "short_name": "9 couplings"}, {"to": "id_Sub-Surrogate-Model-0", "from": "id_Sub-SM-builder-0", "name": "//surrogateModels/SubSMB0/definition", "short_name": "1 couplings"}, {"to": "id_Sub-Surrogate-Model-2", "from": "id_Sub-SM-builder-2", "name": "//surrogateModels/SubSMB2/definition", "short_name": "1 couplings"}, {"to": "id_Sub-Surrogate-Model-2", "from": "id_Sys-Optimizer", "name": "/data_schema/distributedArchitectures/group2/couplingWeights/w0__i2,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/D,/data_schema/reference/h,/data_schema/distributedArchitectures/group2/couplingWeights/w1__i2,/data_schema/reference/M,/data_schema/distributedArchitectures/group2/couplingWeights/w2__i2", "short_name": "6 couplings"}, {"to": "id_Cdpdx", "from": "id_Aerodynamics", "name": "/data_schema/aircraft/other/dpdx", "short_name": "1 couplings"}, {"to": "id_Gc", "from": "id_Sub-Surrogate-Model-1", "name": "/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/other/L,/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/other/D", "short_name": "2 couplings"}, {"to": "id_Gc", "from": "id_Sub-Surrogate-Model-0", "name": "/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/geometry/Theta,/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/weight/WT", "short_name": "2 couplings"}, {"to": "id_Gc", "from": "id_Sub-Surrogate-Model-2", "name": "/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/weight/WE,/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/reference/ESF", "short_name": "2 couplings"}, {"to": "id_Gc", "from": "id_Sys-Optimizer", "name": "/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WE__i2,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/D,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/other/L__i2,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/geometry/Theta,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WT,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/reference/ESF__i2", "short_name": "6 couplings"}, {"to": "id_Aerodynamics", "from": "id_Coordinator", "name": "/data_schema/aircraft/other/CDmin", "short_name": "1 inputs"}, {"to": "id_Aerodynamics", "from": "id_Sub-DOE-1", "name": "/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/weight/WT__i2,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/tc__i2,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/AR__i2,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/h,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/reference/M,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/reference/ESF,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Sref__i2,/data_schema/architectureNodes/copyDesignVariables/data_schemaCopy/aircraft/geometry/Lambda__i2,/data_schema/architectureNodes/couplingCopyVariables/data_schemaCopy/aircraft/geometry/Theta__i2", "short_name": "9 inputs"}, {"to": "id_Aerodynamics", "from": "id_Sub-Optimizer-1", "name": "/data_schema/aircraft/other/Cf", "short_name": "1 inputs"}, {"to": "id_Coordinator", "from": "id_FR", "name": "/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/objectives/R", "short_name": "1 outputs"}, {"to": "id_Coordinator", "from": "id_Sub-Surrogate-Model-2", "name": "/data_schema/architectureNodes/surrogateModelApproximates/data_schemaCopy/aircraft/other/T", "short_name": "1 outputs"}, {"to": "id_Coordinator", "from": "id_Sys-Optimizer", "name": "/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/Lambda,/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/tc,/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/Sref,/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/reference/h,/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/aircraft/geometry/AR,/data_schema/architectureNodes/finalDesignVariables/data_schemaCopy/reference/M", "short_name": "6 outputs"}, {"to": "id_Coordinator", "from": "id_WCF1", "name": 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"/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/constraints/sigmas/sigma5,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/constraints/sigmas/sigma4,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/constraints/sigmas/sigma1,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/constraints/sigmas/sigma3,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/constraints/sigmas/sigma2", "short_name": "5 outputs"}, {"to": "id_Coordinator", "from": "id_Gc", "name": "/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc0,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc1,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc2,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc3,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc4,/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/mdo_data/systemLevel/consistencyConstraints/gc5", "short_name": "6 outputs"}, {"to": "id_Coordinator", "from": "id_WCF2", "name": "/data_schema/architectureNodes/finalOutputVariables/data_schemaCopy/distributedArchitectures/group2/objective", "short_name": "1 outputs"}, {"to": "id_Sub-SM-bounds-1", "from": "id_Coordinator", "name": 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"value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "gc2", "value": "unknown", "dimension": null}], "name": "consistencyConstraints"}], "name": "systemLevel"}, {"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "name": "R", "value": "unknown", "dimension": null}], "name": "objectives"}], "name": "mdo_data"}, {"level": 1, "type": "variable", "children": [{"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "children": [{"level": 4, "type": "variable", "name": "w1__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w1", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2", "value": "unknown", "dimension": null}], "name": "couplingWeights"}, {"level": 3, "type": "variable", "name": "objective", "value": "unknown", "dimension": null}], "name": "group2"}, {"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "children": [{"level": 4, "type": "variable", "name": "w1__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w1", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2", "value": "unknown", "dimension": null}], "name": "couplingWeights"}, {"level": 3, "type": "variable", "name": "objective", "value": "unknown", "dimension": null}], "name": "group1"}, {"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "children": [{"level": 4, "type": "variable", "name": "w1", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0__i2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w0", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w2", "value": "unknown", "dimension": null}, {"level": 4, "type": "variable", "name": "w1__i2", "value": "unknown", "dimension": null}], "name": "couplingWeights"}, {"level": 3, "type": "variable", "name": "objective", "value": "unknown", "dimension": null}], "name": "group0"}], "name": "distributedArchitectures"}, {"level": 1, "type": "variable", "children": [{"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "name": "definition", "value": "unknown", "dimension": null}], "name": "SubSMB2"}, {"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "name": "definition", "value": "unknown", "dimension": null}], "name": "SubSMB0"}, {"level": 2, "type": "variable", "children": [{"level": 3, "type": "variable", "name": "definition", "value": "unknown", "dimension": null}], "name": "SubSMB1"}], "name": "surrogateModels"}, {"level": 1, "type": "variable", "children": [{"level": 2, "type": "variable", "name": "systemConvergenceCheck", "value": "unknown", "dimension": null}], "name": "mdoData"}, {"level": 1, "type": "variable", "children": [{"level": 2, "type": "variable", "name": "ESF", "value": "unknown", "dimension": null}, {"level": 2, "type": "variable", "name": "h", "value": "unknown", "dimension": null}, {"level": 2, "type": "variable", "name": "M", "value": "unknown", "dimension": null}, {"level": 2, "type": "variable", "name": "Temp", "value": "unknown", "dimension": null}], "name": "reference"}]}}, "id": "03", "name": "XDSM - BLISS-2000 - Mdao"}], "categories": [{"name": "schema", "description": "schema"}, {"name": "catschema_nodeLev", "description": "node levels"}, {"name": "catschema_funLev", "description": "function levels"}, {"name": "catschema_roleLev", "description": "role levels"}, {"name": "catschema_sysLev", "description": "system levels"}]}
 			function loadAllData(data)
 			{
 				makeKadmosMenu(data);
diff --git a/kadmos/graph/graph_kadmos.py b/kadmos/graph/graph_kadmos.py
index ca208d6e6..e4c2ea70c 100644
--- a/kadmos/graph/graph_kadmos.py
+++ b/kadmos/graph/graph_kadmos.py
@@ -479,7 +479,8 @@ class KadmosGraph(nx.DiGraph, EquationMixin, VistomsMixin):
 
         # Checks
         if self.graph.get('problem_formulation', {}).get('doe_settings'):
-            category_check, i = check('DOE' not in self.graph['problem_formulation'].get('mdao_architecture'),
+            category_check, i = check('DOE' not in self.graph['problem_formulation'].get('mdao_architecture') and
+                                      'BLISS-2000' not in self.graph['problem_formulation'].get('mdao_architecture'),
                                       'DOE settings are only allowed in DOE architectures',
                                       status=category_check,
                                       category='B',
-- 
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