updates constraint tutorial

Author: samgdotson

docs/source/examples/constraint_tutorial.ipynb

@@ -211,7 +211,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -222,7 +222,7 @@
        " Battery: 815.3412599999999 MW]"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -248,7 +248,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -259,7 +259,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -273,7 +273,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -293,7 +293,7 @@
       "     8 |      160 |     20 |  0.0123935101 |             f\n",
       "     9 |      180 |     20 |  0.0488020532 |         nadir\n",
       "    10 |      200 |     20 |  0.0176305024 |             f\n",
-      "The simulation took 1.103 minutes.\n"
+      "The simulation took 1.072 minutes.\n"
      ]
     }
    ],
@@ -314,7 +314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -353,7 +353,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -369,7 +369,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -389,7 +389,7 @@
       "     8 |      160 |      1 |  0.000000E+00 |  0.000000E+00 |  0.000000E+00 |             f\n",
       "     9 |      180 |      1 |  0.000000E+00 |  0.000000E+00 |  0.000000E+00 |             f\n",
       "    10 |      200 |      1 |  0.000000E+00 |  0.000000E+00 |  0.0035921908 |         ideal\n",
-      "The simulation took 1.120 minutes.\n"
+      "The simulation took 1.095 minutes.\n"
      ]
     }
    ],
@@ -417,7 +417,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -461,7 +461,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -470,7 +470,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -487,7 +487,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [
     {
@@ -534,7 +534,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": 16,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -550,7 +550,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [
     {
@@ -570,7 +570,7 @@
       "     8 |      160 |     18 |  0.000000E+00 |  0.000000E+00 |  0.0367281977 |         ideal\n",
       "     9 |      180 |     20 |  0.000000E+00 |  0.000000E+00 |  0.0147077342 |             f\n",
       "    10 |      200 |     20 |  0.000000E+00 |  0.000000E+00 |  0.0072011434 |         nadir\n",
-      "The simulation took 1.095 minutes.\n"
+      "The simulation took 1.110 minutes.\n"
      ]
     }
    ],
@@ -591,7 +591,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [
     {
@@ -632,18 +632,6 @@
     "\n",
     "Once again, it looks like the constrained model is not quite as \"converged\" as the unconstrained model since the latter shows some cheaper and lower emissions solutions. The example further illustrates how ``Osier`` can use \"objective\" functions as objectives and/or constraints!"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": []
   }
  ],
  "metadata": {