{ "cells": [ { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "# Probabilistic Numerical Methods\n", "\n", "Probabilistic numerical methods solve numerical problems from linear algebra, optimization, quadrature and differential equations using _probabilistic inference_. This approach captures uncertainty arising from finite computational resources and from stochastic input.\n", "\n", "Even though PN methods return random variables which in their distribution represent this aforementioned uncertainty, they do not necessarily make use of random numbers. In order to illustrate what PN methods are and how they work consider the following deliberately simple numerical problem." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "# Make inline plots vector graphics instead of raster graphics\n", "%matplotlib inline\n", "from IPython.display import set_matplotlib_formats\n", "\n", "set_matplotlib_formats(\"pdf\", \"svg\")\n", "\n", "# Plotting\n", "import matplotlib.pyplot as plt\n", "\n", "plt.style.use(\"../probnum.mplstyle\")" ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "slide" } }, "source": [ "## A Simple Numerical Problem\n", "\n", "Consider the following one-dimensional optimization problem $$\\underset{x \\in \\mathbb{R}}{\\operatorname{min}} f(x) = \\underset{x \\in \\mathbb{R}}{\\operatorname{min}} \\frac{1}{2} ax^2 + bx + c,$$ where $f$ is a quadratic function and we assume $a > 0$. Since $f$ is a strictly convex function there exists a unique minimum given by $$f'(x_*) = 0 \\iff x_*=-\\frac{b}{a}.$$" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "import probnum as pn\n", "\n", "# Random number generator -- fix a seed.\n", "rng = np.random.default_rng(seed=1)\n", "\n", "# Quadratic objective function\n", "a = 2\n", "b = -1.0\n", "c = 3.0\n", "x_opt = -b / a\n", "\n", "\n", "def f(x):\n", " return 0.5 * a * x ** 2 + b * x + c" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now suppose we are not given access to the coefficients, but only the ability to evaluate $f$ at arbitrary points. We can then evaluate the objective three times and solve the resulting $3 \\times 3$ linear system to find the parameters $a$, $b$ and $c$." ] }, { "cell_type": "markdown", "metadata": { "slideshow": { "slide_type": "subslide" } }, "source": [ "## Introducing Noise\n", "\n", "However, what happens if we go one step further and assume the parameters $(a,b,c)$ and therefore function evaluations are corrupted by noise? This is often the case in practice where $f$ might describe a complex physical system or depend on data. Can we still design a computationally efficient algorithm which finds the minimum?\n", "\n", "Suppose we only have access to noisy evaluations $$\\hat{y} = \\hat{f}(x) = \\frac{1}{2}(a + \\varepsilon_a)x^2 + (b+\\varepsilon_b)x + (c + \\varepsilon_c)$$ of the objective function $f$ at $x$, where $\\varepsilon = (\\varepsilon_a, \\varepsilon_b, \\varepsilon_c) \\sim \\mathcal{N}(0, \\Lambda)$ and $\\Lambda \\in \\mathbb{R}^{3 \\times 3}$ symmetric positive definite.\n", "\n", "> *Remark*: The $n$-dimensional analogue of this case arises for example in supervised (deep) learning. In large-scale empirical risk minimization the available training data often does not fit into memory. Therefore during training only batches of data are considered which induces noise on the objective function and its gradient. Here $\\hat{f}$ is analogous to the empirical risk on a given batch." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [], "source": [ "from probnum import randvars\n", "\n", "# Noisy objective function\n", "Lambda = np.diag([0.1, 0.05, 0.01])\n", "eps = randvars.Normal(np.zeros(3), Lambda)\n", "\n", "\n", "def f_hat(x, rng, noise=None):\n", " if noise is None:\n", " noise = eps.sample(rng=rng)\n", " return 0.5 * (a + noise[0]) * x ** 2 + (b + noise[1]) * x + c + noise[2]" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "slideshow": { "slide_type": "-" } }, "outputs": [ { "data": { "application/pdf": 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"image/svg+xml": "\n\n\n \n \n \n \n 2021-08-11T16:12:32.663141\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n 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\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\"\"\"Plot objective and noisy function evaluations.\"\"\"\n", "from mpl_toolkits.mplot3d import Axes3D\n", "\n", "# Plot setup\n", "n_samples = 20\n", "xx = np.linspace(x_opt - 1, x_opt + 1, 1000)\n", "\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "ylim00 = [2.25, 3.75]\n", "ylim10 = [-0.25, 1.1]\n", "\n", "# Function\n", "ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", "\n", "# Parameters\n", "ax11.scatter(a, b, c, color='C0', label=\"$(a, b, c)$\")\n", "\n", "# Function range\n", "ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", "ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", "\n", "# Domain\n", "ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", "ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", "\n", "# Samples\n", "for i in range(n_samples):\n", " noise = eps.sample(rng=rng)\n", " x_opt_noise = -(b + noise[1]) / (a + noise[0])\n", " if i == 0:\n", " sample_label = \"$\\\\hat{f}_i$\"\n", " sample_min_label = \"$\\min \\\\hat{f}_i$\"\n", " sample_argmin_label = \"$\\operatorname{argmin} \\hat{f}_i(x)$\"\n", " else:\n", " sample_label = None\n", " sample_argmin_label = None\n", " sample_min_label = None\n", " ax00.plot(xx, f_hat(xx, rng, noise), color=\"C0\", alpha=0.2, label=sample_label)\n", " ax10.scatter(x_opt_noise, 0, color=\"C0\", alpha=0.2, label=sample_argmin_label)\n", " ax01.scatter(\n", " ylim10[1] + ylim10[0],\n", " f_hat(x_opt_noise, rng, noise),\n", " color=\"C0\",\n", " alpha=0.2,\n", " label=sample_min_label,\n", " )\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color='C0', alpha=0.2)\n", "\n", "# Adjust axis visibility, labels and legends\n", "ax00.get_xaxis().set_visible(False)\n", "ax10.get_yaxis().set_visible(False)\n", "ax01.get_yaxis().set_visible(False)\n", "ax01.get_xaxis().set_visible(False)\n", "ax11.get_xaxis().set_ticklabels([])\n", "ax11.get_yaxis().set_ticklabels([])\n", "ax11.get_zaxis().set_ticklabels([])\n", "\n", "ax00.set_ylim(ylim00)\n", "ax00.set_xlim([x_opt - 1, x_opt + 1])\n", "ax10.set_ylim(ylim10)\n", "ax01.set_xlim(ylim10)\n", "ax11.set_xlim([a - 1, a + 1])\n", "ax11.set_ylim([b - 1, b + 1])\n", "ax11.set_zlim([c - 1, c + 1])\n", "ax00.set_ylabel(\"$y$\")\n", "ax10.set_xlabel(\"$x$\")\n", "ax11.set_xlabel(\"$a$\", labelpad=-12)\n", "ax11.set_ylabel(\"$b$\", labelpad=-12)\n", "ax11.set_zlabel(\"$c$\", labelpad=-12)\n", "ax00.legend(loc=\"upper center\")\n", "ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", "ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "This makes the optimization problem considerably more difficult depending on the degree of noise. Can we still come up with a computationally efficient and accurate algorithm that makes use of the information we have about the problem?\n", "\n", "In fact, we can. We will design a custom **probabilistic numerical method**. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Components of PN Methods\n", "\n", "We will now build up a probabilistic numerical method from its individual components to solve the given optimization problem. In a nutshell a PN method consists of *prior knowledge* about the problem (e.g. differentiability), a *policy*, which returns an *action* that collects information about the problem resulting in *observations*. Our prior belief is updated with the observations about the problem using statistical inference techniques leading to a *posterior belief* over the numerical quantity in question. Finally, a *stopping criterion* determines, when to terminate." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Prior Knowledge" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "A naive strategy to solve the problem given only the ability to evaluate the noisy function $\\hat{f}$ could be to simply choose random points on the real axis and return the point of lowest observed function value. However, clearly this is suboptimal since we might get unlucky and observe a low function value for an $x$ far away from the minimum simply by chance. Also crucially it completely ignores information we have and collect about the problem. For example, we know the latent function is quadratic. \n", "\n", "Further, we might have some idea of where the minimum of the function $f$ lies. This could come from experience, a physical application from which the problem arises or related optimization problems we have solved in the past.\n", "\n", "We can combine these two forms of prior information, inherent properties of the problem and a belief over its solution, into a prior distribution over the coefficients of the quadratic function. This induces a belief over the optimal function value $f(x_*)$. Here, we assume that we are reasonably certain about the value of $a$ but less so about $b$ and $c$." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "# Prior on parameters: a, b, c\n", "mu = np.array([1.8, 0.0, 3.5])\n", "Sigma = np.array([[0.1, 0.0, 0.0],\n", " [0.0, 0.4, 0.0],\n", " [0.0, 0.0, 0.2]])\n", "fun_params0 = randvars.Normal(mean=mu, cov=Sigma)\n", "x0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", "\n", "# Induced belief over optimal function value\n", "def fun_opt0(fun_params0, x):\n", " x = np.asarray(x).reshape(-1, 1)\n", " return np.hstack((0.5 * x ** 2, x, np.ones_like(x))) @ fun_params0" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "tags": [ "nbsphinx-thumbnail" ] }, "outputs": [ { "data": { "application/pdf": 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"image/svg+xml": "\n\n\n \n \n \n \n 2021-08-11T16:12:36.353767\n image/svg+xml\n \n \n Matplotlib v3.4.2, https://matplotlib.org/\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n\n", "text/plain": [ "
" ] }, "metadata": { "needs_background": "light" }, "output_type": "display_data" } ], "source": [ "\"\"\"Plot objective, noisy function evaluations and prior knowledge.\"\"\"\n", "\n", "# Evaluate some quantities to plot\n", "yy = np.linspace(ylim00[0], ylim00[1], 1000)\n", "fun_opt0_mean = fun_opt0(fun_params0, xx).mean\n", "fun_opt0_std = np.sqrt(fun_opt0(fun_params0, xx).var)\n", "fun0_pdf = fun_opt0(fun_params0, x0).pdf(yy)\n", "fun0_pdf_max = np.max(fun0_pdf)\n", "\n", "# Plot setup\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "\n", "# Function\n", "ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", "ax00.plot(xx, fun_opt0_mean, color=\"C1\", label=\"$p(f)$\")\n", "ax00.fill_between(\n", " x=xx,\n", " y1=fun_opt0_mean - 2 * fun_opt0_std,\n", " y2=fun_opt0_mean + 2 * fun_opt0_std,\n", " color=\"C1\",\n", " alpha=0.2,\n", ")\n", "\n", "# Parameters\n", "def gaussian_credible_region_3d(mean, cov, alpha=0.95):\n", " \"\"\"Compute the x,y,z coordinates of a 3D Gaussian credible region.\"\"\"\n", " from scipy.stats import chi2\n", " \n", " # Determine sphere radius (https://en.wikipedia.org/wiki/Multivariate_normal_distribution#Interval)\n", " dim = 3\n", " radius = np.sqrt(chi2.ppf(alpha, df=dim))\n", " \n", " # Cholesky decomposition\n", " L = np.linalg.cholesky(cov)\n", " \n", " # Spheroid using polar coordinates\n", " u = np.linspace(0.0, 2.0 * np.pi, 100)\n", " v = np.linspace(0.0, np.pi, 100)\n", " x = radius * np.outer(np.cos(u), np.sin(v))\n", " y = radius * np.outer(np.sin(u), np.sin(v))\n", " z = radius * np.outer(np.ones_like(u), np.cos(v))\n", "\n", " # Affine transformation\n", " for i in range(len(x)):\n", " for j in range(len(x)):\n", " [x[i,j],y[i,j],z[i,j]] = np.dot(L, [x[i,j],y[i,j],z[i,j]]) + mean\n", "\n", " return x, y, z\n", "\n", "x, y, z = gaussian_credible_region_3d(mean=fun_params0.mean, cov=fun_params0.cov)\n", "ax11.plot_surface(x, y, z, color='C1', alpha=0.3, linewidth=1)\n", "ax11.scatter(a, b, c, color='C0')\n", "\n", "# Function range\n", "ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", "ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", "ax01.plot(ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max, yy, color=\"C1\", label=\"$p(f_*)$\")\n", "ax01.fill_betweenx(\n", " y=yy,\n", " x1=ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max,\n", " x2=ylim10[1] + ylim10[0],\n", " color=\"C1\",\n", " alpha=0.1,\n", ")\n", "\n", "# Domain\n", "ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", "ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", "ax10.scatter(x0, 0, color=\"C1\", label=\"$- \\\\frac{\\\\mathbb{E}[b]}{\\\\mathbb{E}[a]}$\")\n", "ax10.vlines(x0, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C1\")\n", "\n", "# Samples\n", "for i in range(n_samples):\n", " noise = eps.sample(rng=rng)\n", " x_opt_noise = -(b + noise[1]) / (a + noise[0])\n", " if i == 0:\n", " sample_label = \"$\\\\hat{f}_i$\"\n", " sample_min_label = \"$\\min \\\\hat{f}_i$\"\n", " sample_argmin_label = \"$\\operatorname{argmin} \\hat{f}_i(x)$\"\n", " else:\n", " sample_label = None\n", " sample_argmin_label = None\n", " sample_min_label = None\n", " ax00.plot(xx, f_hat(xx, rng, noise), color=\"C0\", alpha=0.2, label=sample_label)\n", " ax10.scatter(x_opt_noise, 0, color=\"C0\", alpha=0.2, label=sample_argmin_label)\n", " ax01.scatter(\n", " ylim10[1] + ylim10[0],\n", " f_hat(x_opt_noise, rng, noise),\n", " color=\"C0\",\n", " alpha=0.2,\n", " label=sample_min_label,\n", " )\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color='C0', alpha=0.2)\n", "\n", "# Adjust axis visibility, labels and legends\n", "ax00.get_xaxis().set_visible(False)\n", "ax10.get_yaxis().set_visible(False)\n", "ax01.get_yaxis().set_visible(False)\n", "ax01.get_xaxis().set_visible(False)\n", "ax11.get_xaxis().set_ticklabels([])\n", "ax11.get_yaxis().set_ticklabels([])\n", "ax11.get_zaxis().set_ticklabels([])\n", "\n", "ax00.set_ylim(ylim00)\n", "ax00.set_xlim([x_opt - 1, x_opt + 1])\n", "ax10.set_ylim(ylim10)\n", "ax01.set_xlim(ylim10)\n", "ax11.set_xlim([a - 1, a + 1])\n", "ax11.set_ylim([b - 1, b + 1])\n", "ax11.set_zlim([c - 1, c + 1])\n", "ax00.set_ylabel(\"$y$\")\n", "ax10.set_xlabel(\"$x$\")\n", "ax11.set_xlabel(\"$a$\", labelpad=-12)\n", "ax11.set_ylabel(\"$b$\", labelpad=-12)\n", "ax11.set_zlabel(\"$c$\", labelpad=-12)\n", "ax00.legend(loc=\"upper center\")\n", "ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", "ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)\n", "\n", "plt.show()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We would like to use this prior information to solve the optimization problem in question. In order to do so we need to collect information about the problem, which we do by evaluating $\\hat{f}$ at chosen points $x_i$. " ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Policy\n", "\n", "In order to collect information about the problem we need to decide where to evaluate the (noisy) objective function $\\hat{f}$. This is done via a _policy_ $\\pi$. In principle this can be any function which maps to the domain of $\\hat{f}$, however it is sensible to use the model of the problem our algorithm is iteratively constructing. This is called a model-based policy.\n", "\n", "Here, we will collect observations by selecting actions randomly around where we currently belief the minimum to be. This is motivated by an exploration-exploitation trade-off. While we are unsure where the minimum is we should evaluate $\\hat{f}$ with different actions to explore and find smaller function values. If we are certain about the parameter values $(a,b,c)$, we should keep evaluating close to the minimum to find its exact location." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "import functools\n", "\n", "# Stochastic model-based policy\n", "def explore_exploit_policy_with_random_seed(fun_params0, rng=None):\n", " \"\"\"Policy exploring around the estimate of the minimum based on the certainty about the parameters.\"\"\"\n", " if rng is None:\n", " rng = np.random.default_rng()\n", " a0, b0, c0 = fun_params0\n", " return -b0.mean / a0.mean + randvars.Normal(0, np.trace(fun_params0.cov)).sample(rng=rng)\n", "\n", "explore_exploit_policy = functools.partial(explore_exploit_policy_with_random_seed, rng=rng)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Action and Observation\n", "\n", "We now use our policy to collect observations about the problem by evaluating the objective function at the suggested evaluation point(s)." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "def observe(fun, x):\n", " \"\"\"Evaluate the objective at a given location.\"\"\"\n", " return fun(x)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Inference Step\n", "\n", "Given the noise model, we can compute the posterior distribution over the parameters $(a, b, c)$ for a given action $x$ using Bayes' theorem. To that end, let\n", "$$\\Phi = \\begin{pmatrix}\\frac{1}{2}x^2 \\\\ x\\\\1\\end{pmatrix} \\in \\mathbb{R}^{3}$$\n", "\n", "be the feature vector for a single action. We can rewrite the evaluation of the objective function $f(x)$ as a linear function in the parameters $(a,b,c)$ like so\n", "$$\n", "f(x) = \\frac{1}{2}ax^2 + bx + c = \\Phi^\\top \\begin{pmatrix}a \\\\ b \\\\ c \\end{pmatrix}\n", "$$\n", "\n", "#### Prior\n", "We assume a Gaussian prior distribution\n", "$$\n", "(a, b, c) \\sim \\mathcal{N}(\\mu, \\Sigma),\n", "$$\n", "\n", "which expresses our belief over the parameters of the latent 2nd degree polynomial.\n", "\n", "#### Likelihood\n", "We assumed a Gaussian noise model of the form $\\varepsilon = (\\varepsilon_a, \\varepsilon_b, \\varepsilon_c) \\sim \\mathcal{N}(0, \\Lambda)$. Therefore the noise corrupted objective evaluated at an action $x$ is distributed as\n", "$$\n", "\\hat{y} = \\hat{f}(x) = \\Phi^\\top \\begin{pmatrix}a + \\varepsilon_a\\\\ b + \\varepsilon_b\\\\ c + \\varepsilon_c\\end{pmatrix} = f(x) + \\Phi^\\top \\varepsilon\n", "$$\n", "\n", "This implies the following Gaussian likelihood defining the observation model.\n", "$$\n", "p(y \\mid a, b, c, x) = \\mathcal{N}\\big(y; f(x), \\Phi^\\top \\Lambda \\Phi\\big)\n", "$$\n", "\n", "#### Posterior\n", "Using the rules of Gaussian inference, we arrive at the posterior distribution\n", "$$\n", "p(a, b, c \\mid x, y) = \\mathcal{N}((a,b,c); m, S),\n", "$$\n", "\n", "where\n", "$$\n", "\\begin{aligned}\n", "m &= \\mu + \\Sigma \\Phi \\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1}(y - \\Phi^\\top \\mu)\\\\\n", "S &= \\Sigma - \\Sigma \\Phi \\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1} \\Phi^\\top \\Sigma.\n", "\\end{aligned}\n", "$$\n", "\n", "In the posterior mean for the parameters of $f$ the prior mean $\\mu$ is updated with the difference between the observed function value and the expected function value based on the prior $y - \\Phi^\\top \\mu$. This update to the current mean of the belief is scaled with how uncertain we are about the parameters and what level of noise we expect $\\big(\\Phi^\\top (\\Sigma + \\Lambda) \\Phi \\big)^{-1}$. If the combined uncertainty is small the update term of the mean gets weighted more highly than if the combined uncertainty is large. Similarly for the covariance our prior uncertainty about the parameters $\\Sigma$ is reduced a certain amount in each iteration depending on how certain we are about the parameters and the degree of noise. This Bayesian update therefore combines *what is known* and *what is observed* about the problem." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "def belief_update(fun_params, x, y, Lambda=Lambda):\n", " \"\"\"Update the belief over the parameters with an observation.\"\"\"\n", " # Feature vector\n", " x = np.asarray(x).reshape(1, -1)\n", " Phi = np.vstack((0.5 * x ** 2, x, np.ones_like(x)))\n", "\n", " # Mean and covariance\n", " mu = fun_params.mean\n", " Sigma = fun_params.cov\n", "\n", " # Gram matrix\n", " gram = Phi.T @ (Sigma + Lambda) @ Phi\n", "\n", " # Posterior Mean\n", " m = mu + Sigma @ Phi @ np.linalg.solve(gram, y - Phi.T @ mu)\n", "\n", " # Posterior Covariance\n", " S = Sigma - Sigma @ Phi @ np.linalg.solve(gram, Phi.T @ Sigma)\n", "\n", " return randvars.Normal(m, S)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note, for simplicity we assumed the noise level of the data is known. Usually in practice this is not the case. However, one can actually infer the noise level from the data using the probabilistic framework. For more details, see the [advantages of PN methods](https://probabilistic-numerics.github.io/website/)." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Stopping Criteria\n", "\n", "Finally, we need to decide when to stop. From a probabilistic perspective we should terminate when our uncertainty about the quantity of interest, in this case the minimum, is sufficiently small either in absolute or relative terms. Here, we use the belief over the parameters as a proxy instead since the uncertainty over the minimum is computationally intractable. Our combined uncertainty over the parameters is given as the trace $\\operatorname{tr}(S)$ of the covariance matrix. Additionally, we also make sure a certain computational budget is not exceeded." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [], "source": [ "def stopping_criterion(fun_params0, current_iter, maxiter=10 ** 4, tol=10 ** -3):\n", " \"\"\"Convergence criteria.\"\"\"\n", " # Uncertainty over parameters given by the trace of the covariance.\n", " trace_cov = np.trace(fun_params0.cov)\n", " if trace_cov < tol:\n", " return True, \"uncertainty_abstol\"\n", " elif trace_cov < np.linalg.norm(fun_params0.mean, ord=2) ** 2 * tol:\n", " return True, \"uncertainty_reltol\"\n", " # Fixed maximum budget\n", " elif current_iter >= maxiter:\n", " return True, \"maxiter\"\n", " else:\n", " return False, None" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## The Algorithm\n", "\n", "Putting all the components together we arrive at the following algorithm." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def probsolve_qp(\n", " fun,\n", " fun_params0,\n", " policy=explore_exploit_policy,\n", " stopping_criterion=stopping_criterion,\n", " belief_update=belief_update,\n", " callback=None,\n", "):\n", " \"\"\"\n", " Probabilistic 1D Quadratic Optimization.\n", "\n", " PN method solving unconstrained one-dimensional (noisy) quadratic\n", " optimization problems only needing access to function evaluations.\n", "\n", " Parameters\n", " ----------\n", " fun : callable\n", " Objective function to optimize.\n", " fun_params0 : randvars.RandomVariable\n", " Prior on the parameters of the objective function.\n", " policy : callable\n", " Policy returning actions.\n", " stopping_criterion : callable\n", " Stopping criterion determining convergence.\n", " belief_update : callable\n", " Inference routine updating the belief over the parameters.\n", " callback : callable\n", " Callback function used to return intermediate quantities of the iteration. Used for plotting.\n", "\n", " Returns\n", " -------\n", " x_opt : float\n", " Estimated minimum of ``f``.\n", " fun_opt : randvars.RandomVariable\n", " Belief over the optimal value of the objective function.\n", " fun_params : randvars.RandomVariable\n", " Belief over the parameters of the objective function.\n", " info : dict\n", " Additional information about the solve, e.g. convergence.\n", " \"\"\"\n", " # Initialization\n", " iteration = 0\n", " \n", " # Sampling is only for plotting purposes (see below),\n", " # thus this rng is not exposed.\n", " rng2 = np.random.default_rng(seed=42)\n", " \n", " # Iterate until convergence\n", " while True:\n", "\n", " # Stopping criterion\n", " has_converged, conv_crit = stopping_criterion(fun_params0, iteration)\n", " if has_converged:\n", " break\n", "\n", " # Policy\n", " x = policy(fun_params0)\n", " \n", " # Observation\n", " noise = eps.sample(rng=rng2) # for plotting purposes only, this is not available in practice\n", " y = observe(lambda x: fun(x, noise), x)\n", "\n", " # Belief update\n", " fun_params0 = belief_update(fun_params0, x, y)\n", "\n", " # Callback function\n", " if callback is not None:\n", " callback(x, y, fun_params0, noise)\n", "\n", " iteration += 1\n", "\n", " # Belief over optimal function value and optimum\n", " x_opt0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", " fun_opt0 = np.array([0.5 * x_opt0 ** 2, x_opt0, 1]).T @ fun_params0 \n", "\n", " # Information on convergence\n", " info = {\"iter\": iteration, \"conv_crit\": conv_crit}\n", "\n", " return x_opt0, fun_opt0, fun_params0, info" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We now solve the problem using our newly implemented probabilistic numerical method. We also use a `callback` function to extract quantities at each iteration for analysis and plotting purposes." ] }, { "cell_type": "code", "execution_count": 12, "metadata": { "scrolled": true }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.5011 vs. true optimum: 0.5000\n", "Estimated optimal value: 2.7459 ± 0.0048 vs. true optimal value: 2.7500\n", "{'iter': 5148, 'conv_crit': 'uncertainty_reltol'}\n" ] } ], "source": [ "# Callback function to return iterates\n", "x_iterates = [None]\n", "y_iterates = [None]\n", "fun_params0_iterates = [fun_params0]\n", "noise_samples = [None]\n", "\n", "\n", "def callback(x, y, fun_params, noise):\n", " x_iterates.append(x)\n", " y_iterates.append(y)\n", " fun_params0_iterates.append(fun_params)\n", " noise_samples.append(noise)\n", "\n", "\n", "# Solve noisy quadratic optimization problem\n", "def fun(x, noise):\n", " return f_hat(x, rng=rng, noise=noise)\n", "x_opt_post, fun_opt_post, fun_params_post, info = probsolve_qp(fun, fun_params0, callback=callback)\n", "\n", "# Print results\n", "print(f\"Estimated optimum: {x_opt_post:.4f} vs. true optimum: {x_opt:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_post.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_post.std:.4f} vs. true optimal value: {f(x_opt):.4f}\"\n", ")\n", "print(info)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The PN method iteratively updates the prior belief over the coefficients of the quadratic function based on observations of function values at inputs given by its internal policy. This results in a posterior belief over the parameters (bottom right) and the optimal function value (top right). We also obtain an estimate for the minimum given as $x_* = - \\frac{\\mathbb{E}[b]}{\\mathbb{E}[a]}$ from the posterior distribution over the parameters." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "\"\"\"Animation of 1D stochastic quadratic optimization using a PN method.\"\"\"\n", "\n", "# Animation parameters\n", "total_frames = np.minimum(20, len(x_iterates))\n", "\n", "# Set up figure and axes\n", "fig = plt.figure(figsize=[10, 6])\n", "gs = fig.add_gridspec(ncols=2, nrows=2, width_ratios=[5, 1], height_ratios=[2.5, 1])\n", "\n", "ax00 = fig.add_subplot(gs[0, 0])\n", "ax10 = fig.add_subplot(gs[1, 0], sharex=ax00)\n", "ax01 = fig.add_subplot(gs[0, 1], sharey=ax00)\n", "ax11 = fig.add_subplot(gs[1, 1], projection=\"3d\")\n", "\n", "fig.patch.set_alpha(0.) # set figure background opacity to 0\n", "plt.close()\n", "\n", "# Plot setup\n", "yy = np.linspace(ylim00[0], ylim00[1], 1000)\n", "\n", "def animate(i):\n", " # Clear axes\n", " ax00.cla()\n", " ax10.cla()\n", " ax01.cla()\n", " ax11.cla()\n", "\n", " # Select data\n", " _max_first_iters = 10\n", " if len(x_iterates) > _max_first_iters:\n", " alg_iter_list = np.concatenate(\n", " [np.arange(0, _max_first_iters), \n", " np.round(np.exp(np.linspace(np.log(_max_first_iters), np.log(len(x_iterates) - 1), \n", " total_frames - _max_first_iters))).astype(int)])\n", " else:\n", " alg_iter_list = np.arange(0, len(x_iterates))\n", "\n", " alg_iter = alg_iter_list[i]\n", " x = x_iterates[alg_iter]\n", " y = y_iterates[alg_iter]\n", " fun_params0 = fun_params0_iterates[alg_iter]\n", " noise = noise_samples[alg_iter]\n", "\n", " # Plot objective and noisy evaluations\n", " fun_opt0_mean = fun_opt0(fun_params0, xx).mean\n", " fun_opt0_std = np.sqrt(fun_opt0(fun_params0, xx).var)\n", " x_opt0 = -fun_params0.mean[1] / fun_params0.mean[0]\n", " fun0_pdf = fun_opt0(fun_params0, x_opt0).pdf(yy)\n", " fun0_pdf_max = np.max(fun0_pdf)\n", "\n", " # Function\n", " ax00.plot(xx, f(xx), label=\"$f$\", color=\"C0\")\n", " if i > 0:\n", " ax00.plot(xx, f_hat(xx, rng=rng, noise=noise), label=f\"$\\hat{{f}}_{{{alg_iter}}}$\", alpha=0.2, color=\"C0\")\n", " ax00.plot(xx, fun_opt0_mean, color=\"C1\", label=\"$p(f)$\")\n", " ax00.fill_between(\n", " x=xx,\n", " y1=fun_opt0_mean - 2 * fun_opt0_std,\n", " y2=fun_opt0_mean + 2 * fun_opt0_std,\n", " color=\"C1\",\n", " alpha=0.2,\n", " )\n", " \n", " # Parameters\n", " x_credregion, y_credregion, z_credregion = gaussian_credible_region_3d(mean=fun_params0.mean, \n", " cov=fun_params0.cov)\n", " ax11.plot_surface(x_credregion, y_credregion, z_credregion, color='C1', alpha=0.3, linewidth=1)\n", " ax11.scatter(a, b, c, color='C0')\n", " if i > 0:\n", " ax11.scatter(a + noise[0], b + noise[1], c + noise[2], color=\"C0\", alpha=0.2)\n", " \n", " # Function range\n", " ax01.scatter(ylim10[1] + ylim10[0], f(x_opt), label=\"$\\min f(x)$\")\n", " ax01.hlines(y=f(x_opt), xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\")\n", " ax01.plot(ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max, yy, color=\"C1\", label=\"$p(f_*)$\")\n", " ax01.fill_betweenx(\n", " y=yy,\n", " x1=ylim10[1] + ylim10[0] - fun0_pdf / fun0_pdf_max,\n", " x2=ylim10[1] + ylim10[0],\n", " color=\"C1\",\n", " alpha=0.1,\n", " )\n", " ax01.scatter(ylim10[1] + ylim10[0], y, color=\"C3\", marker=\"x\", label=f\"obs. $\\hat{{y}}_{{{alg_iter}}}$\")\n", " \n", " # Initial hline has y=None, which does not work\n", " if y is not None:\n", " ax01.hlines(y=y, xmin=ylim10[0], xmax=ylim10[1] + ylim10[0], zorder=-1, color=\"C0\", alpha=0.2)\n", "\n", " # Domain\n", " ax10.scatter(x_opt, 0, label=\"$\\operatorname{argmin} f(x)$\")\n", " ax10.vlines(x_opt, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\")\n", " ax10.scatter(x_opt0, 0, color=\"C1\", label=\"$- \\\\frac{\\\\mathbb{E}[b]}{\\\\mathbb{E}[a]}$\")\n", " ax10.vlines(x_opt0, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C1\")\n", " ax10.scatter(x, 0, color=\"C3\", marker=\"x\", label=f\"action $x_{{{alg_iter}}}$\")\n", " \n", " # Initial vline has x=None, which does not work\n", " if x is not None:\n", " ax10.vlines(x, ymin=0, ymax=ylim10[1], zorder=-1, color=\"C0\", alpha=0.2)\n", "\n", " # Adjust axis visibility, labels and legends\n", " ax00.get_xaxis().set_visible(False)\n", " ax10.get_yaxis().set_visible(False)\n", " ax01.get_yaxis().set_visible(False)\n", " ax01.get_xaxis().set_visible(False)\n", " ax11.get_xaxis().set_ticklabels([])\n", " ax11.get_yaxis().set_ticklabels([])\n", " ax11.get_zaxis().set_ticklabels([])\n", "\n", " ax00.set_ylim(ylim00)\n", " ax00.set_xlim([x_opt - 1, x_opt + 1])\n", " ax10.set_ylim(ylim10)\n", " ax01.set_xlim(ylim10)\n", " ax11.set_xlim([a - 1, a + 1])\n", " ax11.set_ylim([b - 1, b + 1])\n", " ax11.set_zlim([c - 1, c + 1])\n", " ax00.set_ylabel(\"$y$\")\n", " ax10.set_xlabel(\"$x$\")\n", " ax11.set_xlabel(\"$a$\", labelpad=-12)\n", " ax11.set_ylabel(\"$b$\", labelpad=-12)\n", " ax11.set_zlabel(\"$c$\", labelpad=-12)\n", " ax00.legend(loc=\"upper center\")\n", " ax01.legend(loc=\"upper center\", fontsize=10, labelspacing=0)\n", " ax10.legend(loc=\"upper right\", fontsize=10, labelspacing=0)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "\n", "\n", "\n" ], "text/plain": [ "" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "from matplotlib import animation\n", "from IPython.display import HTML\n", "\n", "# Animation setup\n", "anim = animation.FuncAnimation(\n", " fig, func=animate, frames=total_frames, interval=1250, repeat_delay=4000, blit=False\n", ")\n", "HTML(anim.to_jshtml())" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "By stepping through the animation we can see how the uncertainty over the parameters in the bottom right contracts. Depending on which action is taken it contracts differently for the different parameters of the latent quadratic function. Early on the exploration factor of our policy dominates and quite different actions are taken. This quickly reduces the uncertainty about the constant offset $c$. Later during the run of the algorithm as uncertainty about $a$ and $b$ decreases, more observations close to the true minimal function value reinforce the belief over the location of the minimum. We also observe that at convergence there is still uncertainty about the function left. Here a trade-off between learning the parameters and the minimal function value given a certain computational budget needs to be made. Which is more important may depend on the application and also influence the choice of stopping criterion. For example, if we are only interested in learning the optimal function value $f(x_*)$ but not necessarily the location of the minimum $x_*$, we could terminate as soon as $\\operatorname{Var}(f_*)$ is sufficiently small. This would take less observations in this case." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "**Why not simply solve the problem multiple times and average?**\n", "\n", "Playing devil's advocate one might suggest that little was gained using a probabilistic numerical method versus simply querying the noisy problem $3 k$ times to obtain $k$ noisy estimates for the minimum. We can then obtain an empirical estimate for the mean and variance of the minimum. However, this naive approach quickly becomes computationally infeasible for the $n$-dimensional case. To obtain just a single sample estimate for the minimum, we would have to obtain a noisy sample of the parameters. This requires us to evaluate $f$ quadratically often in the dimensionality $n$ of the parameters.\n", "\n", "While the PN method also relies on observations about the problem these are guided by a policy which selects informative samples based on the current model. Further, the estimate of the minimum is a compromise between the observations and our prior knowledge about the problem. This regularizes the result which is particularly important for a small computational budget relative to the noise level." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Advantages of PN Methods\n", "\n", "Probabilistic numerical methods have a number of advantages over classical methods, some of which we outline here. For a more exhaustive list, see the [values of the probabilistic approach](https://probabilistic-numerics.github.io/website/).\n", "\n", "As we have just seen, the probabilistic inference framework naturally handles stochastic observations of the problem to be solved. Also one can encode more prior knowledge beyond just a guess for the solution of the numerical problem by specifying the degree of certainty in this initial guess." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### New Interpretation of Classic Methods\n", "\n", "In the noise-free case, where $\\Lambda \\rightarrow 0$, we converge in three iterations. This means our probabilistic numerical method recovers the strategy we proposed for the exact case at the very beginning, where we evaluate the function $f$ three times to obtain the parameters $a, b$ and $c$ and then simply return $x_* = -\\frac{b}{a}$. Thus the PN approach offers a new interpretation for this straightforward classic approach as an inference procedure where observations are taken to be exact." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "# Solve exact quadratic optimization problem\n", "x_exact, fun_opt_exact, fun_params_exact, info_exact = probsolve_qp(\n", " lambda x, noise: f(x), # exact objective\n", " fun_params0, # same prior\n", " belief_update=lambda p, x, y: belief_update(p, x, y, Lambda=10**-16 * np.eye(3)) # assume no noise\n", ")" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.5000 vs. true optimum: 0.5000\n", "Estimated optimal value: 2.7500 ± 0.0000 vs. true optimal value: 2.7500\n", "{'iter': 3, 'conv_crit': 'uncertainty_abstol'}\n" ] } ], "source": [ "print(f\"Estimated optimum: {x_exact:.4f} vs. true optimum: {x_opt:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_exact.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_exact.std:.4f} vs. true optimal value: {f(x_opt):.4f}\"\n", ")\n", "print(info_exact)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Hyperparameter Optimization\n", "\n", "In this simple example, we conveniently assumed the noise level $\\Lambda$ to be known, which in practice it is often not. However using the probabilistic framework we can learn the noise level from the data by maximizing the model evidence. This is an example of a more general advantage of PN methods. They often provide a principled, automatic way to set degrees of freedom, i.e. parameters of a numerical method, based on observations of the problem." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Mutually Related Problems\n", "\n", "When solving multiple mutually related problems of the same type, the PN approach can provide a way to transfer information between them. In our case, suppose we are to solve a new quadratic optimization problem with objective $\\hat{g}(x) \\approx \\hat{f}(x)$. We could then use the posterior of a previous solution as a prior for the new problem. Depending on the degree of similarity between $\\hat{g}$ and $\\hat{f}$, this can speed up the solution considerably. In machine learning lingo, this can be seen as a form of *transfer learning*." ] }, { "cell_type": "code", "execution_count": 17, "metadata": {}, "outputs": [], "source": [ "# Quadratic objective with slightly different parameters\n", "a_g = a + 0.2\n", "b_g = b - 0.02\n", "c_g = 1.01 * c\n", "\n", "def g_hat(x, noise=None):\n", " if noise is None:\n", " noise = eps.sample()\n", " return 0.5 * (a_g + noise[0]) * x ** 2 + (b_g + noise[1]) * x + c_g + noise[2]\n", "\n", "# Construct new prior from previous problem (with increased prior uncertainty)\n", "fun_params0_g = randvars.Normal(mean=fun_params_post.mean, cov=10 * fun_params_post.cov)\n", "\n", "# Solve with posterior from previous problem as prior\n", "x_opt_g_post, fun_opt_g_post, fun_params_g_post, info_g = probsolve_qp(g_hat, fun_params0_g)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Estimated optimum: 0.4738 vs. true optimum: 0.4636\n", "Estimated optimal value: 2.7880 ± 0.0045 vs. true optimal value: 2.7935\n", "{'iter': 5444, 'conv_crit': 'uncertainty_reltol'}\n" ] } ], "source": [ "# Print results\n", "x_opt_g = - b_g / a_g\n", "print(f\"Estimated optimum: {x_opt_g_post:.4f} vs. true optimum: {x_opt_g:.4f}\")\n", "print(\n", " f\"Estimated optimal value: {fun_opt_g_post.mean:.4f} \"\n", " + \"\\u00B1\"\n", " + f\" {2 * fun_opt_g_post.std:.4f} vs. true optimal value: {g_hat(x_opt_g, noise=np.zeros(3)):.4f}\"\n", ")\n", "print(info_g)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We only take a fraction of the iterations on this problem compared to the first." ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "scrolled": true }, "outputs": [ { "data": { "text/plain": [ "1.0574980574980575" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "info_g[\"iter\"] / info[\"iter\"]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can also transfer information between noisy problems in a different way. If we know that the additive noise between two different problems arises via the same process, it is then sensible to choose the initial noise level $\\Lambda$ as the learned value from the previous problem." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Connections to other Concepts\n", "\n", "For those familiar with probabilistic inference, many of the presented concepts might be familiar. In fact there are very close connections between this example and various concepts from statistics and machine learning. \n", "\n", "### GP Regression\n", "\n", "The inference procedure described here is an example of Gaussian process regression with a polynomial kernel. The prior over the parameters corresponds to the weight-space view, whereas the induced prior over the function $f$ corresponds to the function space view.\n", "\n", "### Bayesian Optimization\n", "\n", "Bayesian Optimization is a global optimization technique often applied to black-box functions which are expensive to evaluate. Such methods are probabilistic numerical methods and the example presented here can be viewed as a special case of Bayesian Optimization with a Gaussian process surrogate. Some philosophical differences are that the objective is comparatively cheap to evaluate in the quadratic case and that for a low level routine, such as quadratic 1D optimization, only computationally inexpensive policies are possible.\n", "\n", "### Probabilistic Linear Solvers\n", "\n", "Solving a convex quadratic optimization problem of the form \n", "$$\n", "\\min_{x \\in \\mathbb{R}^n}\\frac{1}{2}x^\\top A x + b^\\top x + c\n", "$$\n", "\n", "for a symmetric positive definite matrix $A$ is equivalent to solving the linear system $Ax=-b$. Analogously, there are parallels between this example and a 1D version of a [probabilistic linear solver](../api/automod/probnum.linalg.problinsolve.rst#probnum.linalg.problinsolve), if one assumes that the (noisy) gradient can be evaluated as well.\n", "\n", "---\n", "\n", "**Implementation in ProbNum**\n", "\n", "Interested in how this method would be implemented as part of ProbNum's codebase? Check out the development guide outlining how to [add a PN method to ProbNum](../development/implementing_a_probnum_method.ipynb).\n", "\n", "---\n" ] } ], "metadata": { "celltoolbar": "Edit Metadata", "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.8.10" }, "pycharm": { "stem_cell": { "cell_type": "raw", "metadata": { "collapsed": false }, "source": [] } }, "stem_cell": { "cell_type": "raw", "metadata": { "pycharm": { "metadata": false } }, "source": "\n" } }, "nbformat": 4, "nbformat_minor": 4 }