{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "tags": []
   },
   "source": [
    "# An Introduction to Multistep Methods: Leap-frog"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "**References:**\n",
    "\n",
    "- Section 6.7 *Multistep Methods* of [Sauer](../frontmatter/references.html#Sauer)\n",
    "- Section 5.6 *Multistep Methods* of [Burden&Faires](../frontmatter/references.html#Burden-Faires)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Introduction\n",
    "\n",
    "When approximating derivatives we saw that there is a distinct advantage in accuracy to using the centered difference approximation\n",
    "\n",
    "$$\\frac{df}{dt}(t) \\approx \\delta_h f(t) := \\frac{f(t+h) - f(t-h)}{2h}$$\n",
    "\n",
    "(with error $O(h^2)$) over the forward difference approximation\n",
    "\n",
    "$$\\frac{df}{dt}(t) \\approx \\Delta_h f(t) := \\frac{f(t+h) - f(t)}{h}$$\n",
    "\n",
    "(which has error $O(h)$).\n",
    "\n",
    "However Euler's method used the latter, and all ODE methods seen so far avoid using values at \"previous\" times like $t-h$.\n",
    "There is a reason for this, as using data from previous times introduces some complications, but sometimes those are worth overcoming, so let us look into this.\n",
    "\n",
    "In this section, we look at one simple multi-step method, based on the above centered-differnce derivative approximation.\n",
    "\n",
    "Future sections will look at higher order methods such as the Adams-Bashforth and Adams-Moulton methods."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The Leap-frog method\n",
    "\n",
    "Inserting the above centered difference approximation of the derivative into the ODE $du/dt = f(t, u)$ gives\n",
    "\n",
    "$$\\frac{u(t+h) - u(t-h)}{h} \\approx f(t, u(t))$$\n",
    "\n",
    "which leads to the *leap-frog method*\n",
    "\n",
    "$$\\frac{U_{i+1} - U_{i-1}}{2h} = f(t_i, U_i)$$\n",
    "\n",
    "or\n",
    "\n",
    "$$U_{i+1} = U_{i-1} + 2 h f(t_i, U_i)$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This is the first example of a multistep method:\n",
    "\n",
    "**Definition**:\n",
    "A *multistep method* for numerical solution of an ODE IVP $du/dt = f(t, u)$, $u(t_0) = u_0$ is one of the form\n",
    "\n",
    "$$U_{i+1} = \\phi(U_i, \\dots U_{i-s+1}, h), \\quad s > 1 $$\n",
    "\n",
    "so that the new approximate value of $u(t)$ depends on approximate values at multiple previous times.\n",
    "\n",
    "More specifically, this is called an $s$-step method; this jargon is consistent with all methods seen in earlier sections being called *one-step methods*;\n",
    "for example, Euler's method can be written as\n",
    "\n",
    "$$U_{i+1} = \\phi_E(U_i, h) := U_i + h f(t_i, U_i)$$\n",
    "\n",
    "and the explicit midpoint method can be written as the one-liner\n",
    "\n",
    "$$U_{i+1} = \\phi_{EMP}(U_i, h) := U_i + h f(t_i+h/2, U_i + h f(t_i, U_i)/2) h$$"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The leap-frog method already illustrates two of the complications that arise with multistep methods:\n",
    "\n",
    "- The initial data $u(a) = u_0$ gives $U_0$, but then the above formula gives $U_1$ in terms of $U_0$ and the non-existent value $U_{-1}$; a different method is needed to get $U_1$.\n",
    "More generally, with an $s$-step methods, one needs to compute the first $s-1$ steps, up to $U_{s-1}$, by some other method.\n",
    "\n",
    "- Leap-frog needs a constant step size $h$; the strategy of error estimation and error control using variable step size is still possible with some multistep methods, but that is distinctly more complicated than we have seen with one-step methods, and is not addressed in these notes.\n",
    "\n",
    "Fortunately, many differential equations can be handled well by choosing a suitable fixed step size $h$.\n",
    "Thus, in these notes we work only with equal step sizes, so that our times are $t_i = a + i h$ and we aim for approximations\n",
    "$U_i \\approx u(a + ih)$."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Second order accuracy of the leap-frog method\n",
    "\n",
    "Using the fact that the centered difference approximation is second order accurate,\n",
    "one can verify that\n",
    "\n",
    "$$\\frac{u(t_{i+1}) - u(t_{i-1})}{2h} - f(t, u(t_i)) = O(h^2)$$\n",
    "\n",
    "(Alternatively one can get this by inserting quadratic Taylor polynomials centered at $t_i$, and their error terms.)\n",
    "\n",
    "The definition of local trunctation error needs to be extended slightly:\n",
    "it is the error $U_{i+1} - u(t_{i+1})$ when one starts with exact values for all previous steps;\n",
    "that is, assuming $U_j = u(t_j)$ for all $j\\leq i$.\n",
    "\n",
    "The above results then shows that the local truncation error in each step is $U_{i+1} - u(t_{i+1}) = O(h^3)$,\n",
    "so that the \"local truncation error per unit time\" is\n",
    "\n",
    "$$\\frac{U_{i+1} - u(t_{i+1})}{h} = O(h^2)$$.\n",
    "\n",
    "A theorem in the section on [Global Error Bounds for One Step Methods](ODE-IVP-3-error-results-one-step-methods.ipynb)\n",
    "says that when a one-step methods has local truncation error per unit time of $O(h^p)$ it also has global truncation error of the same order.\n",
    "The situation is a bit more complicated with multi-step methods, but loosely:\n",
    "\n",
    "**if** the errors in a multistep method has local truncation $O(h^p)$ **and** it converges\n",
    "(i.e. the global error goes to zero at $h \\to 0$) then it does so at the expected rate of $O(h^p)$.\n",
    "\n",
    "But multi-step methods can fail to converge, even if the local truncation error is of high order!\n",
    "This is dealt with via the concept of **stability**; not considered here, but addressed in both references above, and a topic for future expansion of these notes.\n",
    "\n",
    "In particular, when the leap-frog method converges it is second order accurate, just like the centered difference approximation of $du/dt$ that it is built upon."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## The speed advantage of multi-step methds like the leap-frog method\n",
    "\n",
    "This second order accuracy illustrates a major potential advantage of multi-step methods:\n",
    "whereas any one-step Runge-Kutta method that is second order accurate (such as the explicit trapezoid or explicit midpoint methods) require at least two evaluations of $f(t, u)$ for each time step, the leap-frog methods requires only one.\n",
    "\n",
    "More generally, for every $s$, there are $s$-step methods with errors $O(h^s)$ that require only one evaluation of $f(t, u)$ per time step — for example, the Adams-Bashforth methods, as seen at\n",
    "\n",
    "- https://en.wikipedia.org/wiki/Linear_multistep_method#Adams-Bashforth_methods\n",
    "\n",
    "- https://en.m.wikiversity.org/wiki/Adams-Bashforth_and_Adams-Moulton_methods\n",
    "\n",
    "- [Sauer](../frontmatter/references.html#Sauer) Section 6.7.1  and 6.7.2\n",
    "\n",
    "- [Burden&Faires](../frontmatter/references.html#Burden-Faires), Section 5.6\n",
    "\n",
    "In comparison, any *explicit* one-step method order $p$ require at least $p$ evaluations of $f(t, u)$ per time step.\n",
    "\n",
    "% (See the [Introduction to Implicit Methods](ODE-IVP-7-implicit-methods-intro.ipynb) for the distinction between explicit and implicit methods.)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import numerical_methods as nm\n",
    "# Shortcuts for some favorite commands:\n",
    "from numpy import linspace\n",
    "from matplotlib.pyplot import figure, plot, grid, title, xlabel, ylabel, legend, show"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "def leapfrog(f, a, b, U_0, U_1, n):\n",
    "    nUnknowns = len(U_0)\n",
    "    t = np.linspace(a, b, n+1)\n",
    "    u = np.zeros([n+1, nUnknowns])\n",
    "    u[0] = U_0\n",
    "    u[1] = U_1\n",
    "    h = (b-a)/n\n",
    "    for i in range(1, n):\n",
    "        u[i+1] = u[i-1] + 2*h*f(t[i], u[i])\n",
    "    return (t, u)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Demo with the (undamped) mass-spring system"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def f_mass_spring(t, u):\n",
    "    return np.array([ u[1], -(k/M)*u[0] - (D/M)*u[1]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
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\n",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "M = 1.\n",
    "k = 1.\n",
    "D = 0.\n",
    "U_0 = [1., 0.]\n",
    "a = 0.\n",
    "periods = 4\n",
    "b = 2 * np.pi * periods\n",
    "\n",
    "# Note: In the notes on systems, the second order methods were tested with 50 is per period\n",
    "#stepsperperiod = 50  # As for the second order accurate explicit trapezoid and midpoint methods\n",
    "stepsperperiod = 100  # Equal cost per unit time as for the explicit trapezoid and midpoint and Runge-Kutta methods\n",
    "n = stepsperperiod * periods\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = nm.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[-1]\n",
    "(t, U) = leapfrog(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,0]\n",
    "Dy = U[:,1]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(f\"y and dy/dt with {k/M=}, {D=} by leap-frog with {periods} periods, {stepsperperiod} steps per period\")\n",
    "plot(t, y, \".:\", label=\"y\")\n",
    "plot(t, Dy, \".:\", label=\"dy/dt\")\n",
    "legend()\n",
    "xlabel(\"t\")\n",
    "grid(True)\n",
    "\n",
    "figure(figsize=[8,8])  # Make axes equal length; orbits should be circular or \"circular spirals\"\n",
    "title(f\"The orbits\")\n",
    "plot(y, Dy)\n",
    "xlabel(\"y\")\n",
    "ylabel(\"dy/dt\")\n",
    "plot(y[0], Dy[0], \"g*\", label=\"start\")\n",
    "plot(y[-1], Dy[-1], \"r*\", label=\"end\")\n",
    "legend()\n",
    "grid(True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 800x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D = 0.\n",
    "\n",
    "periods = 32\n",
    "b = 2 * np.pi * periods\n",
    "\n",
    "# Note: In the notes on systems, the second order methods were tested with 50 steps per period\n",
    "#stepsperperiod = 50  # As for the second order accurate explicit trapezoid and midpoint methods\n",
    "stepsperperiod = 100  # Equal cost per unit time as for the explicit trapezoid and midpoint and Runge-Kutta methods\n",
    "n = stepsperperiod * periods\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = nm.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[-1]\n",
    "(t, U) = leapfrog(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,0]\n",
    "Dy = U[:,1]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(f\"y with {k/M=}, {D=} by leap-frog with {periods} periods, {stepsperperiod} steps per period\")\n",
    "plot(t, y, label=\"y\")\n",
    "xlabel(\"t\")\n",
    "grid(True)\n",
    "\n",
    "figure(figsize=[8,8])  # Make axes equal length; orbits should be circular or \"circular spirals\"\n",
    "title(f\"The orbits of the mass-spring system, {k/M=}, {D=} by leap-frog with {periods} periods, {stepsperperiod} steps per period\")\n",
    "plot(y, Dy)\n",
    "xlabel(\"y\")\n",
    "ylabel(\"dy/dt\")\n",
    "plot(y[0], Dy[0], \"g*\", label=\"start\")\n",
    "plot(y[-1], Dy[-1], \"r*\", label=\"end\")\n",
    "legend()\n",
    "grid(True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### But with damping, things eventually go wrong!\n",
    "\n",
    "This is an example in **instability**: reducing the step-size only postpones the problem, but does not avoid it.\n",
    "\n",
    "In future sections it will be seen that the leap-frog method is stable (and a good choice) for \"conservative\" systems like the undamped mass-spring system, but unstable otherwise, such as for the damped case."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1400x700 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "D = 0.1\n",
    "\n",
    "periods = 32\n",
    "b = 2 * np.pi * periods\n",
    "\n",
    "# Note: In the notes on systems, the second order methods were tested with 50 steps per period\n",
    "#stepsperperiod = 50  # As for the second order accurate explicit trapezoid and midpoint methods\n",
    "stepsperperiod = 100  # Equal cost per unit time as for the explicit trapezoid and midpoint and Runge-Kutta methods\n",
    "n = stepsperperiod * periods\n",
    "\n",
    "# We need U_1, and get it with the Runge-Kutta method;\n",
    "# this is overkill for accuracy, but since only one step is needed, the time cost is negligible.\n",
    "h = (b-a)/n\n",
    "(t_1step, U_1step) = nm.rungekutta_system(f_mass_spring, a, a+h, U_0, 1)\n",
    "U_1 = U_1step[-1]\n",
    "(t, U) = leapfrog(f_mass_spring, a, b, U_0, U_1, n)\n",
    "\n",
    "y = U[:,0]\n",
    "Dy = U[:,1]\n",
    "\n",
    "figure(figsize=[14,7])\n",
    "title(f\"y with {k/M=}, {D=} by leap-frog with {periods} periods, {stepsperperiod} steps per period\")\n",
    "plot(t, y, label=\"y\")\n",
    "xlabel(\"t\")\n",
    "grid(True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "---\n",
    "\n",
    "This work is licensed under [Creative Commons Attribution-ShareAlike 4.0 International](https://creativecommons.org/licenses/by-sa/4.0/)"
   ]
  }
 ],
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  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
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   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
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 },
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}
