feat(full_model): +scenario and final tweaks

Author: TomMonks

content/08_full_model.ipynb

@@ -515,7 +515,7 @@
     "    \"\"\"\n",
     "    simulates the wait for an consultation with a nurse on the phone.\n",
     "\n",
-    "    1. request and wait for a call operator\n",
+    "    1. request and wait for a nurse resource\n",
     "    2. phone consultation (uniform)\n",
     "    3. release nurse and exit system\n",
     "\n",
@@ -687,9 +687,8 @@
     "        The simulation experiment that contains the results being collected.\n",
     "    \"\"\"\n",
     "    yield env.timeout(warm_up_period)\n",
-    "    trace(f\"{env.now:.2f}: Warm-up complete\")\n",
-    "\n",
-    "    # reset variables to remove initalisation bias.\n",
+    "    trace(f\"{env.now:.2f}: Warm up complete.\")\n",
+    "    \n",
     "    args.init_results_variables()"
    ]
   },
@@ -884,57 +883,57 @@
        "    <tr>\n",
        "      <th>01_mean_waiting_time</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>4.2</td>\n",
-       "      <td>1.9</td>\n",
+       "      <td>4.1</td>\n",
+       "      <td>1.7</td>\n",
        "      <td>2.2</td>\n",
-       "      <td>3.1</td>\n",
-       "      <td>4.0</td>\n",
-       "      <td>4.3</td>\n",
-       "      <td>7.4</td>\n",
+       "      <td>3.3</td>\n",
+       "      <td>3.9</td>\n",
+       "      <td>4.2</td>\n",
+       "      <td>6.8</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>02_operator_util</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>95.7</td>\n",
-       "      <td>2.3</td>\n",
-       "      <td>93.4</td>\n",
-       "      <td>94.9</td>\n",
-       "      <td>94.9</td>\n",
-       "      <td>96.0</td>\n",
-       "      <td>99.4</td>\n",
+       "      <td>95.3</td>\n",
+       "      <td>1.7</td>\n",
+       "      <td>93.8</td>\n",
+       "      <td>94.1</td>\n",
+       "      <td>94.6</td>\n",
+       "      <td>96.1</td>\n",
+       "      <td>98.0</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>03_mean_nurse_waiting_time</th>\n",
        "      <td>5.0</td>\n",
-       "      <td>38.8</td>\n",
-       "      <td>9.6</td>\n",
-       "      <td>27.3</td>\n",
-       "      <td>29.6</td>\n",
-       "      <td>43.6</td>\n",
-       "      <td>44.3</td>\n",
-       "      <td>48.9</td>\n",
+       "      <td>5.0</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>2.0</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>99.2</td>\n",
-       "      <td>0.9</td>\n",
-       "      <td>97.7</td>\n",
-       "      <td>99.3</td>\n",
-       "      <td>99.3</td>\n",
-       "      <td>99.9</td>\n",
-       "      <td>100.0</td>\n",
+       "      <td>92.9</td>\n",
+       "      <td>1.8</td>\n",
+       "      <td>90.6</td>\n",
+       "      <td>91.4</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   4.2  1.9   2.2   3.1   4.0   4.3    7.4\n",
-       "02_operator_util              5.0  95.7  2.3  93.4  94.9  94.9  96.0   99.4\n",
-       "03_mean_nurse_waiting_time    5.0  38.8  9.6  27.3  29.6  43.6  44.3   48.9\n",
-       "04_nurse_util                 5.0  99.2  0.9  97.7  99.3  99.3  99.9  100.0"
+       "                            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"
       ]
      },
      "execution_count": 15,
@@ -943,8 +942,8 @@
     }
    ],
    "source": [
-    "default_scenario = Experiment()\n",
-    "results = multiple_replications(default_scenario)\n",
+    "scenario = Experiment(n_nurses=15, nurse_call_high=30.0)\n",
+    "results = multiple_replications(scenario, wu_period=50.0)\n",
     "results.describe().round(1).T"
    ]
   }