Updates for Mk 28.3

Author: Andrew

curve_and_surface_fitting/dim2_spline_ts_sctr.ipynb

@@ -1530,7 +1530,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -1544,7 +1544,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.8.10"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,

local_optimization/DFO/DFO_noisy.ipynb

@@ -264,7 +264,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -278,7 +278,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.8.10"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,

local_optimization/FOAS/rosenbrock2d.ipynb

@@ -350,7 +350,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.7"
+   "version": "3.8.10"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,

local_optimization/Modelling/LP_demo.ipynb

@@ -32,25 +32,25 @@
     "- a unit of $A_1$ uses 6 square metres of packing material while a unit of $A_2$ uses 10 square metres; 6000 square metres of packing materials are available each day;\n",
     "- production of $A_2$ is limited to 100 units per day.\n",
     "\n",
-    "Note that since the chemicals are considered fluid, the quantities $x_1$ and $x_2$ are not limited to integer values.\\\\\n",
+    "Note that since the chemicals are considered fluid, the quantities $x_1$ and $x_2$ are not limited to integer values.\n",
     "\n",
     "The problem can be formulated as a linear program:\n",
-    "\\vspace{0.1cn}\n",
+    "\n",
     "\\begin{equation*}\n",
     "\\begin{array}{lll}\n",
     "\\underset{x\\in\\Re^n}{\\mbox{maximize}} & 2x_1+4.5x_2&\\\\[0.6ex]\n",
     "\\mbox{subject to} & 1.2x_1 + 3x_2 \\leq 1500, &\\text{ (machine time constraint)} \\\\[0.6ex]\n",
     "     & 6x_1+10x_2 \\leq 6000, & \\text{ (packaging material constraint)} \\\\[0.6ex]\n",
     "     & 40x_1+80x_2 \\leq 16000, & \\text{ (transport constraint)} \\\\[0.6ex]\n",
     "     & 0 \\leq x_1, & \\text{ (capacity constraint)} \\\\[0.6ex]\n",
-    "     & 0 \\leq x_1 \\leq 100 & \\text{ (capacity constraint)} \\\\[0.6ex]\n",
+    "     & 0 \\leq x_2 \\leq 100 & \\text{ (capacity constraint)} \\\\[0.6ex]\n",
     "\\end{array}\n",
     "\\end{equation*}"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [
     {
@@ -131,7 +131,7 @@
     "- production of $A_3$ is limited to 50 units per day.\n",
     "\n",
     "The problem becomes:\n",
-    "\\vspace{0.1cn}\n",
+    "\n",
     "\\begin{equation*}\n",
     "\\begin{array}{lll}\n",
     "\\underset{x\\in\\Re^n}{\\mbox{maximize}} & 2x_1+4.5x_2+7x_3&\\\\[0.6ex]\n",
@@ -147,7 +147,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -205,7 +205,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -249,24 +249,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
     "opt.handle_free(handle)"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -280,7 +273,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.8.5"
+   "version": "3.8.10"
   },
   "latex_envs": {
    "LaTeX_envs_menu_present": true,