chore(fix): +missing CRN to nb 8

Author: TomMonks

content/08_full_model.ipynb

@@ -716,6 +716,7 @@
    "source": [
     "def single_run(\n",
     "    experiment, \n",
+    "    rep=0,\n",
     "    wu_period=WARM_UP_PERIOD, \n",
     "    rc_period=RESULTS_COLLECTION_PERIOD\n",
     "):\n",
@@ -728,6 +729,9 @@
     "    experiment: Experiment\n",
     "        The experiment/paramaters to use with model\n",
     "\n",
+    "    rep: int\n",
+    "        The replication number.\n",
+    "\n",
     "    wu_period: float, optional (default=WARM_UP_PERIOD)\n",
     "        The initial transient period of the simulation\n",
     "        Results from this period are removed from final computations.\n",
@@ -743,6 +747,10 @@
     "    # reset all results variables to zero and empty\n",
     "    experiment.init_results_variables()\n",
     "\n",
+    "    # set random number set to the replication no.\n",
+    "    # this controls sampling for the run.\n",
+    "    experiment.set_random_no_set(rep)\n",
+    "\n",
     "    # environment is (re)created inside single run\n",
     "    env = simpy.Environment()\n",
     "\n",
@@ -832,7 +840,8 @@
     "\n",
     "    # loop over single run to generate results dicts in a python list.\n",
     "    results = [\n",
-    "        single_run(experiment, wu_period, rc_period) for rep in range(n_reps)\n",
+    "        single_run(experiment, rep, wu_period, rc_period) \n",
+    "        for rep in range(n_reps)\n",
     "    ]\n",
     "\n",
     "    # format and return results in a dataframe\n",
@@ -883,57 +892,57 @@
        "    <tr>\n",
        "      <th>01_mean_waiting_time</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>4.1</td>\n",
-       "      <td>1.7</td>\n",
-       "      <td>2.2</td>\n",
-       "      <td>3.3</td>\n",
+       "      <td>3.2</td>\n",
+       "      <td>0.8</td>\n",
+       "      <td>1.9</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>3.2</td>\n",
        "      <td>3.9</td>\n",
-       "      <td>4.2</td>\n",
-       "      <td>6.8</td>\n",
+       "      <td>4.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>02_operator_util</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>95.3</td>\n",
-       "      <td>1.7</td>\n",
-       "      <td>93.8</td>\n",
+       "      <td>94.2</td>\n",
+       "      <td>1.3</td>\n",
+       "      <td>92.1</td>\n",
        "      <td>94.1</td>\n",
-       "      <td>94.6</td>\n",
-       "      <td>96.1</td>\n",
-       "      <td>98.0</td>\n",
+       "      <td>94.4</td>\n",
+       "      <td>94.5</td>\n",
+       "      <td>95.8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>03_mean_nurse_waiting_time</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>5.0</td>\n",
-       "      <td>1.8</td>\n",
+       "      <td>3.0</td>\n",
+       "      <td>1.7</td>\n",
+       "      <td>1.6</td>\n",
+       "      <td>1.7</td>\n",
        "      <td>2.0</td>\n",
+       "      <td>4.7</td>\n",
        "      <td>5.0</td>\n",
-       "      <td>5.7</td>\n",
-       "      <td>5.7</td>\n",
-       "      <td>6.6</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>04_nurse_util</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>92.9</td>\n",
-       "      <td>1.8</td>\n",
-       "      <td>90.6</td>\n",
-       "      <td>91.4</td>\n",
+       "      <td>88.3</td>\n",
+       "      <td>3.6</td>\n",
+       "      <td>83.7</td>\n",
+       "      <td>86.9</td>\n",
+       "      <td>87.9</td>\n",
+       "      <td>89.5</td>\n",
        "      <td>93.6</td>\n",
-       "      <td>93.9</td>\n",
-       "      <td>95.1</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
        "                            count  mean  std   min   25%   50%   75%   max\n",
-       "01_mean_waiting_time          5.0   4.1  1.7   2.2   3.3   3.9   4.2   6.8\n",
-       "02_operator_util              5.0  95.3  1.7  93.8  94.1  94.6  96.1  98.0\n",
-       "03_mean_nurse_waiting_time    5.0   5.0  1.8   2.0   5.0   5.7   5.7   6.6\n",
-       "04_nurse_util                 5.0  92.9  1.8  90.6  91.4  93.6  93.9  95.1"
+       "01_mean_waiting_time          5.0   3.2  0.8   1.9   3.0   3.2   3.9   4.0\n",
+       "02_operator_util              5.0  94.2  1.3  92.1  94.1  94.4  94.5  95.8\n",
+       "03_mean_nurse_waiting_time    5.0   3.0  1.7   1.6   1.7   2.0   4.7   5.0\n",
+       "04_nurse_util                 5.0  88.3  3.6  83.7  86.9  87.9  89.5  93.6"
       ]
      },
      "execution_count": 15,