Kernel updates and minor updates to syntax

Author: mewilhel

notebooks/nlpopt_explicit_kinetic.ipynb

@@ -166,7 +166,7 @@
     "    x = explicit_euler_integration(p)\n",
     "    SSE = 0.0\n",
     "    for i=1:200\n",
-    "        SSE += (intensity(x[5i-4],x[5i-3],x[5i-2]) - data[:intensity][i])^2\n",
+    "        SSE += (intensity(x[5i-4],x[5i-3],x[5i-2]) - data[!, :intensity][i])^2\n",
     "    end\n",
     "    return SSE\n",
     "end"

notebooks/nlpopt_interval_bnb.ipynb

@@ -64,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -73,7 +73,7 @@
        "lower_problem! (generic function with 3 methods)"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -92,7 +92,7 @@
     "    F = sin(x_value[1])x_value[2]^2-cos(x_value[3])/x_value[4]\n",
     "    \n",
     "    x._lower_objective_value = F.lo\n",
-    "    x._lower_solution = mid.(x_value)\n",
+    "    x._lower_solution = IntervalArithmetic.mid.(x_value)\n",
     "    x._lower_feasibility = true\n",
     "    x._cut_add_flag = false\n",
     "    \n",
@@ -112,18 +112,7 @@
    "cell_type": "code",
    "execution_count": 4,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "upper_problem! (generic function with 1 method)"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import EAGO.upper_problem!\n",
     "function EAGO.upper_problem!(t::IntervalExt, x::EAGO.Optimizer)\n",
@@ -148,7 +137,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Disable unecessary routines.\n",
+    "### Disable unnecessary routines.\n",
     "It is entirely possible to disable domain reduction by manipulating keyword arguments supplied to the optimizer. However, for simplicity sake we'll simply overload the default preprocessing and postprocessing methods,"
    ]
   },
@@ -180,9 +169,26 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "-------------------------------------------------------------------------------------------------------\n",
+      "|  Iteration #  |   Nodes  | Lower Bound | Upper Bound  |    Gap    |   Ratio   |  Time   | Time Left |\n",
+      "-------------------------------------------------------------------------------------------------------\n",
+      "First Solution Found at Node 1107\n",
+      "UBD = -1.4989611040367379\n",
+      "Solution is :\n",
+      "    X[1] = -1.56982421875\n",
+      "    X[2] = -0.999755859375\n",
+      "    X[3] = -0.00244140625\n",
+      "    X[4] = 2.002197265625\n"
+     ]
+    }
+   ],
    "source": [
     "# Creates a JuMP model with the the lower_problem, upper_problem, and absolute tolerance set by keyword arguments\n",
     "m = JuMP.Model(with_optimizer(EAGO.Optimizer, absolute_tolerance = 0.001, obbt_depth = 0, dbbt_depth = 0, cp_depth = 0,\n",
@@ -215,18 +221,18 @@
     "### Get information from the JuMP Model object\n",
     "The objective value, solution, termination status,  and primal status can then be accessed via the standard JuMP interface."
    ]
-  }
+  },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
       "EAGO terminated with a status of OPTIMAL and a result code of FEASIBLE_POINT\n",
-      "The optimal value is: -1.691376119161244, the solution found is [0.3125, 0.03125, 0.3125, 0.5625].\n"
+      "The optimal value is: -1.4989611040367379, the solution found is [-1.56982421875, -0.999755859375, -0.00244140625, 2.002197265625].\n"
      ]
     }
    ],
@@ -256,16 +262,20 @@
   }
  ],
  "metadata": {
+  "@webio": {
+   "lastCommId": null,
+   "lastKernelId": null
+  },
   "kernelspec": {
-   "display_name": "Julia 1.1.0",
+   "display_name": "Julia 1.3.1",
    "language": "julia",
-   "name": "julia-1.1"
+   "name": "julia-1.3"
   },
   "language_info": {
    "file_extension": ".jl",
    "mimetype": "application/julia",
    "name": "julia",
-   "version": "1.1.0"
+   "version": "1.3.1"
   }
  },
  "nbformat": 4,