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    "# AMIR - Laboratory Session 1: Adjoints, Projections, Parseval, and Riesz Stability\n",
    "\n",
    "This laboratory is designed to connect the abstract Hilbert-space concepts discussed in class with concrete numerical experiments.\n",
    "\n",
    "### Main thread\n",
    "\n",
    "$$\n",
    "A \\longrightarrow A^* \\longrightarrow A^*A\n",
    "\\longrightarrow \\text{projection}\n",
    "\\longrightarrow \\text{orthogonality}\n",
    "\\longrightarrow \\text{orthonormal coordinates (Parseval)}\\longrightarrow \\text{stable coordinates (Riesz bases)}.\n",
    "$$\n",
    "\n",
    "### Working style\n",
    "- Most plotting and bookkeeping code is already provided.\n",
    "- This version contains the complete reference solution for every computational step.\n",
    "- Before running a numerical check, write down the mathematical identity you expect.\n",
    "- Numerical equality means equality up to floating-point precision.\n",
    "\n",
    "Estimated working time: about **2 hours**."
   ]
  },
  {
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   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "np.set_printoptions(precision=5, suppress=True)\n",
    "%config InlineBackend.figure_format = 'retina'\n",
    "\n",
    "rng = np.random.default_rng(7)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "38fcbc4e",
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   "source": [
    "def block_averaging_matrix(N, M):\n",
    "    '''Return A_av and the block length L=N/M.\n",
    "\n",
    "    (A_av x)[k] is the arithmetic mean of x on block k.\n",
    "    '''\n",
    "    if N % M != 0:\n",
    "        raise ValueError(\"N must be divisible by M\")\n",
    "    L = N // M\n",
    "    A = np.zeros((M, N))\n",
    "    for k in range(M):\n",
    "        A[k, k*L:(k+1)*L] = 1.0 / L\n",
    "    return A, L\n",
    "\n",
    "\n",
    "def projector_apply(Q, z):\n",
    "    '''Apply P=Q^*Q without explicitly forming the N x N matrix P.'''\n",
    "    return Q.conj().T @ (Q @ z)\n",
    "\n",
    "\n",
    "def riesz_bounds(Phi):\n",
    "    '''Optimal finite-dimensional Riesz bounds for the columns of Phi.'''\n",
    "    G = Phi.conj().T @ Phi\n",
    "    ev = np.linalg.eigvalsh(G)\n",
    "    return ev[0].real, ev[-1].real\n",
    "\n",
    "\n",
    "def plot_projection_geometry(B, x, p_orth, p_obl):\n",
    "    \"\"\"3-D visualization of Ran(B) and two projections onto it.\n",
    "\n",
    "    The plane is parametrized in the coordinates given by the columns of B.\n",
    "    Its visible patch is chosen automatically so that both projected points\n",
    "    lie inside the displayed portion of the target subspace.\n",
    "    \"\"\"\n",
    "    # Coordinates of the projected points in the basis B.\n",
    "    c_orth = np.linalg.lstsq(B, p_orth, rcond=None)[0]\n",
    "    c_obl = np.linalg.lstsq(B, p_obl, rcond=None)[0]\n",
    "    coeffs = np.vstack(([0.0, 0.0], c_orth, c_obl))\n",
    "\n",
    "    lo = coeffs.min(axis=0)\n",
    "    hi = coeffs.max(axis=0)\n",
    "    span = np.maximum(hi - lo, 1.0)\n",
    "    margin = 0.25 * span + 0.5\n",
    "\n",
    "    u = np.linspace(lo[0] - margin[0], hi[0] + margin[0], 25)\n",
    "    v = np.linspace(lo[1] - margin[1], hi[1] + margin[1], 25)\n",
    "    U, V = np.meshgrid(u, v)\n",
    "    pts = B[:, 0, None, None] * U + B[:, 1, None, None] * V\n",
    "\n",
    "    fig = plt.figure(figsize=(9, 7))\n",
    "    ax = fig.add_subplot(111, projection='3d')\n",
    "    ax.plot_surface(pts[0], pts[1], pts[2], alpha=0.20, linewidth=0)\n",
    "\n",
    "    ax.scatter(*x, s=70, label=r'$x$')\n",
    "    ax.scatter(*p_orth, s=70, label=r'$P_\\perp x$')\n",
    "    ax.scatter(*p_obl, s=70, label=r'$P_{\\rm obl}x$')\n",
    "\n",
    "    ax.plot([x[0], p_orth[0]], [x[1], p_orth[1]], [x[2], p_orth[2]], linewidth=2)\n",
    "    ax.plot([x[0], p_obl[0]], [x[1], p_obl[1]], [x[2], p_obl[2]], linewidth=2)\n",
    "\n",
    "    # Use consistent limits/aspect so the perspective is not misleading.\n",
    "    flat_plane = pts.reshape(3, -1)\n",
    "    all_pts = np.column_stack((flat_plane, x, p_orth, p_obl))\n",
    "    mins = all_pts.min(axis=1)\n",
    "    maxs = all_pts.max(axis=1)\n",
    "    ranges = np.maximum(maxs - mins, 1e-12)\n",
    "    pad = 0.08 * ranges\n",
    "    ax.set_xlim(mins[0] - pad[0], maxs[0] + pad[0])\n",
    "    ax.set_ylim(mins[1] - pad[1], maxs[1] + pad[1])\n",
    "    ax.set_zlim(mins[2] - pad[2], maxs[2] + pad[2])\n",
    "    ax.set_box_aspect(ranges)\n",
    "\n",
    "    ax.set_xlabel('$x_1$')\n",
    "    ax.set_ylabel('$x_2$')\n",
    "    ax.set_zlabel('$x_3$')\n",
    "    ax.legend()\n",
    "    ax.set_title('Same target subspace, different projection directions')\n",
    "    ax.view_init(elev=24, azim=-58)\n",
    "    plt.tight_layout()\n",
    "    plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "944216f8",
   "metadata": {},
   "source": [
    "## Exercise 1 - Local averaging, adjoint, and orthogonal projection\n",
    "\n",
    "We discretize the local-averaging operator used in the course notes. Let a signal $x\\in\\mathbb R^N$ be partitioned into $M$ non-overlapping blocks of length $L=N/M$. Define\n",
    "\n",
    "$$\n",
    "(A_{\\rm av}x)_k=\\frac1L\\sum_{n\\in I_k}x_n.\n",
    "$$\n",
    "\n",
    "The rows of $A_{\\rm av}$ have squared Euclidean norm $1/L$. Hence the normalized operator\n",
    "\n",
    "$$\n",
    "Q=\\sqrt L\\,A_{\\rm av}\n",
    "$$\n",
    "\n",
    "has orthonormal rows. Therefore\n",
    "\n",
    "$$\n",
    "QQ^*=I_M,\\qquad P=Q^*Q=L A_{\\rm av}^*A_{\\rm av}\n",
    "$$\n",
    "\n",
    "should be an orthogonal projector."
   ]
  },
  {
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      "text/plain": [
       "<Figure size 1100x300 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 315,
       "width": 936
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "N=1200, M=30, block length expected = 40\n"
     ]
    }
   ],
   "source": [
    "# A deterministic smooth signal plus a small random component\n",
    "T = 12.0\n",
    "dt = 0.01\n",
    "t = np.arange(0, T, dt)\n",
    "N = len(t)\n",
    "M = 30\n",
    "\n",
    "x = (np.cos(2*np.pi*0.20*t)\n",
    "     + 0.55*np.sin(2*np.pi*0.55*t)\n",
    "     + 0.15*rng.standard_normal(N))\n",
    "\n",
    "plt.figure(figsize=(11, 3))\n",
    "plt.plot(t, x, linewidth=1)\n",
    "plt.grid(True)\n",
    "plt.xlabel('$t$')\n",
    "plt.ylabel('$x(t)$')\n",
    "plt.title('Original signal')\n",
    "plt.show()\n",
    "\n",
    "print(f'N={N}, M={M}, block length expected = {N//M}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "02aa5401",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.379722Z",
     "iopub.status.busy": "2026-10-20T09:49:08.379586Z",
     "iopub.status.idle": "2026-10-20T09:49:08.384779Z",
     "shell.execute_reply": "2026-10-20T09:49:08.384139Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "block length L = 40\n",
      "||Q Q^* - I||_F = 3.64856516669287e-15\n"
     ]
    }
   ],
   "source": [
    "A_av, L = block_averaging_matrix(N, M)\n",
    "Q = np.sqrt(L) * A_av\n",
    "row_orth_error = np.linalg.norm(Q @ Q.T - np.eye(M))\n",
    "\n",
    "print('block length L =', L)\n",
    "print('||Q Q^* - I||_F =', row_orth_error)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "4583c4bf",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.385910Z",
     "iopub.status.busy": "2026-10-20T09:49:08.385800Z",
     "iopub.status.idle": "2026-10-20T09:49:08.388546Z",
     "shell.execute_reply": "2026-10-20T09:49:08.387976Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "||P(Px)-Px||_2 = 1.1543116445418305e-14\n"
     ]
    }
   ],
   "source": [
    "Px = projector_apply(Q, x)\n",
    "PPx = projector_apply(Q, Px)\n",
    "idempotence_error = np.linalg.norm(PPx - Px)\n",
    "\n",
    "print('||P(Px)-Px||_2 =', idempotence_error)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "2eb5793b",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.390113Z",
     "iopub.status.busy": "2026-10-20T09:49:08.390007Z",
     "iopub.status.idle": "2026-10-20T09:49:08.393064Z",
     "shell.execute_reply": "2026-10-20T09:49:08.392520Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<x-Px, Px> = -2.957634137601417e-13\n",
      "Pythagorean residual = -7.460698725481052e-13\n"
     ]
    }
   ],
   "source": [
    "residual = x - Px\n",
    "orthogonality = np.vdot(residual, Px)\n",
    "pythagorean_error = (np.linalg.norm(x)**2\n",
    "                     - np.linalg.norm(Px)**2\n",
    "                     - np.linalg.norm(residual)**2)\n",
    "\n",
    "print('<x-Px, Px> =', orthogonality)\n",
    "print('Pythagorean residual =', pythagorean_error)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "cbe8411e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.394249Z",
     "iopub.status.busy": "2026-10-20T09:49:08.394151Z",
     "iopub.status.idle": "2026-10-20T09:49:08.663859Z",
     "shell.execute_reply": "2026-10-20T09:49:08.663142Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1100x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 392,
       "width": 915
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "y_av = A_av @ x\n",
    "block_centers = (np.arange(M) + 0.5) * L * dt\n",
    "\n",
    "plt.figure(figsize=(11, 4))\n",
    "plt.plot(t, x, linewidth=1.1, label='original $x$')\n",
    "plt.plot(t, Px, linewidth=2, label='$Px$ (blockwise-constant projection)')\n",
    "plt.stem(block_centers, y_av, linefmt='C2-', markerfmt='C2o', basefmt=' ',\n",
    "         label='$A_{av}x$ (block averages)')\n",
    "plt.grid(True)\n",
    "plt.xlabel('$t$')\n",
    "plt.legend()\n",
    "plt.title('Local averaging and orthogonal projection')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c211807",
   "metadata": {},
   "source": [
    "**Short answer (write in words):**\n",
    "\n",
    "1. Why does $Q=\\sqrt L A_{\\rm av}$ have orthonormal rows?\n",
    "2. Why is $Px$ constant on each block?\n",
    "3. Why does the orthogonality of $x-Px$ to $Px$ support the interpretation of $P$ as an orthogonal projection?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "7751810e",
   "metadata": {},
   "source": [
    "## Exercise 2 - Orthogonal versus oblique projection\n",
    "\n",
    "Let\n",
    "\n",
    "$$\n",
    "B=\\begin{pmatrix}1&0\\\\1&1\\\\0&1\\end{pmatrix},\n",
    "\\qquad S=\\operatorname{Ran}(B)\\subset\\mathbb R^3.\n",
    "$$\n",
    "\n",
    "We will construct two different projectors onto the same plane $S$.\n",
    "\n",
    "The orthogonal projector is\n",
    "\n",
    "$$\n",
    "P_\\perp=B(B^TB)^{-1}B^T.\n",
    "$$\n",
    "\n",
    "For an oblique projector, use the left inverse\n",
    "\n",
    "$$\n",
    "C=\\begin{pmatrix}1&0&0\\\\0&0&1\\end{pmatrix},\n",
    "\\qquad CB=I_2,\n",
    "$$\n",
    "\n",
    "and set $P_{\\rm obl}=BC$."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "49a0836e",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.665259Z",
     "iopub.status.busy": "2026-10-20T09:49:08.665100Z",
     "iopub.status.idle": "2026-10-20T09:49:08.667740Z",
     "shell.execute_reply": "2026-10-20T09:49:08.667146Z"
    }
   },
   "outputs": [],
   "source": [
    "B = np.array([[1., 0.],\n",
    "              [1., 1.],\n",
    "              [0., 1.]])\n",
    "C = np.array([[1., 0., 0.],\n",
    "              [0., 0., 1.]])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "c37cc832",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.669145Z",
     "iopub.status.busy": "2026-10-20T09:49:08.669008Z",
     "iopub.status.idle": "2026-10-20T09:49:08.673038Z",
     "shell.execute_reply": "2026-10-20T09:49:08.672538Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'CB-I': np.float64(0.0),\n",
       " 'orth idempotence': np.float64(1.5700924586837752e-16),\n",
       " 'orth symmetry': np.float64(0.0),\n",
       " 'obl idempotence': np.float64(0.0),\n",
       " 'obl symmetry defect': np.float64(2.0),\n",
       " 'orth fixes Ran(B)': np.float64(0.0),\n",
       " 'obl fixes Ran(B)': np.float64(0.0)}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "P_orth = B @ np.linalg.inv(B.T @ B) @ B.T\n",
    "P_obl = B @ C\n",
    "\n",
    "checks = {\n",
    "    'CB-I': np.linalg.norm(C @ B - np.eye(2)),\n",
    "    'orth idempotence': np.linalg.norm(P_orth @ P_orth - P_orth),\n",
    "    'orth symmetry': np.linalg.norm(P_orth.T - P_orth),\n",
    "    'obl idempotence': np.linalg.norm(P_obl @ P_obl - P_obl),\n",
    "    'obl symmetry defect': np.linalg.norm(P_obl.T - P_obl),\n",
    "    'orth fixes Ran(B)': np.linalg.norm(P_orth @ B - B),\n",
    "    'obl fixes Ran(B)': np.linalg.norm(P_obl @ B - B),\n",
    "}\n",
    "checks"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "adf68c65",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.674297Z",
     "iopub.status.busy": "2026-10-20T09:49:08.674195Z",
     "iopub.status.idle": "2026-10-20T09:49:08.677663Z",
     "shell.execute_reply": "2026-10-20T09:49:08.677133Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "P_orth x = [3.33333 8.66667 5.33333]\n",
      "P_obl  x = [ 6. 14.  8.]\n",
      "||e_orth||_2 = 4.618802153517006\n",
      "||e_obl ||_2 = 8.0\n",
      "B^T e_orth = [0. 0.]\n",
      "B^T e_obl  = [-8. -8.]\n"
     ]
    }
   ],
   "source": [
    "x3 = np.array([6., 6., 8.])\n",
    "p_orth = P_orth @ x3\n",
    "p_obl = P_obl @ x3\n",
    "e_orth = x3 - p_orth\n",
    "e_obl = x3 - p_obl\n",
    "\n",
    "print('P_orth x =', p_orth)\n",
    "print('P_obl  x =', p_obl)\n",
    "print('||e_orth||_2 =', np.linalg.norm(e_orth))\n",
    "print('||e_obl ||_2 =', np.linalg.norm(e_obl))\n",
    "print('B^T e_orth =', B.T @ e_orth)\n",
    "print('B^T e_obl  =', B.T @ e_obl)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "6de4755c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:08.678988Z",
     "iopub.status.busy": "2026-10-20T09:49:08.678873Z",
     "iopub.status.idle": "2026-10-20T09:49:09.087301Z",
     "shell.execute_reply": "2026-10-20T09:49:09.086634Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 900x700 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 689,
       "width": 667
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plot_projection_geometry(B, x3, p_orth, p_obl)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "13906b42",
   "metadata": {},
   "source": [
    "**Short answer:** both maps are idempotent and have the same range. Which numerical property distinguishes the orthogonal projector? Explain why the corresponding residual is orthogonal to the target plane and why this leads to the smaller approximation error."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6dfb13cd",
   "metadata": {},
   "source": [
    "## Exercise 3 - Orthonormal coordinates: Bessel and Parseval\n",
    "\n",
    "We now study a basis for which coordinates preserve energy exactly. Consider the normalized Hadamard matrix\n",
    "\n",
    "$$\n",
    "U=\\frac12\\begin{pmatrix}\n",
    "1&1&1&1\\\\\n",
    "1&-1&1&-1\\\\\n",
    "1&1&-1&-1\\\\\n",
    "1&-1&-1&1\n",
    "\\end{pmatrix}.\n",
    "$$\n",
    "\n",
    "Its columns $u_1,\\dots,u_4$ form an orthonormal basis of $\\mathbb R^4$.\n",
    "For $x\\in\\mathbb R^4$, the analysis coefficients are\n",
    "\n",
    "$$\n",
    "\\alpha=U^T x.\n",
    "$$\n",
    "\n",
    "For the full basis, Parseval predicts\n",
    "\n",
    "$$\n",
    "\\|x\\|_2^2=\\sum_{k=1}^4 |\\alpha_k|^2.\n",
    "$$\n",
    "\n",
    "For only the first $m$ basis vectors, Bessel predicts\n",
    "\n",
    "$$\n",
    "\\sum_{k=1}^m |\\alpha_k|^2\\le \\|x\\|_2^2.\n",
    "$$\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "2190caba",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.089399Z",
     "iopub.status.busy": "2026-10-20T09:49:09.089281Z",
     "iopub.status.idle": "2026-10-20T09:49:09.093952Z",
     "shell.execute_reply": "2026-10-20T09:49:09.093198Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "||U^T U-I||_F = 0.0\n",
      "alpha = [ 4.  1. -3.  2.]\n",
      "reconstruction error = 0.0\n",
      "signal energy = 30.0\n",
      "coefficient energy = 30.0\n",
      "Parseval error = 0.0\n"
     ]
    }
   ],
   "source": [
    "# Exercise 3A - Parseval for a complete orthonormal basis\n",
    "U = 0.5 * np.array([[1.,  1.,  1.,  1.],\n",
    "                    [1., -1.,  1., -1.],\n",
    "                    [1.,  1., -1., -1.],\n",
    "                    [1., -1., -1.,  1.]])\n",
    "x4 = np.array([2., -1., 3., 4.])\n",
    "\n",
    "orth_error = np.linalg.norm(U.T @ U - np.eye(4))\n",
    "alpha = U.T @ x4\n",
    "x4_rec = U @ alpha\n",
    "energy_x = np.linalg.norm(x4)**2\n",
    "energy_alpha = np.linalg.norm(alpha)**2\n",
    "\n",
    "print('||U^T U-I||_F =', orth_error)\n",
    "print('alpha =', alpha)\n",
    "print('reconstruction error =', np.linalg.norm(x4_rec-x4))\n",
    "print('signal energy =', energy_x)\n",
    "print('coefficient energy =', energy_alpha)\n",
    "print('Parseval error =', abs(energy_x-energy_alpha))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "242ed8bc",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.095311Z",
     "iopub.status.busy": "2026-10-20T09:49:09.095209Z",
     "iopub.status.idle": "2026-10-20T09:49:09.098428Z",
     "shell.execute_reply": "2026-10-20T09:49:09.097762Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " m    captured energy    residual energy    total check\n",
      " 1         16.000000         14.000000      30.000000\n",
      " 2         17.000000         13.000000      30.000000\n",
      " 3         26.000000          4.000000      30.000000\n",
      " 4         30.000000          0.000000      30.000000\n"
     ]
    }
   ],
   "source": [
    "# Exercise 3B - Bessel inequality and partial reconstruction\n",
    "print(' m    captured energy    residual energy    total check')\n",
    "for m in [1, 2, 3, 4]:\n",
    "    Um = U[:, :m]\n",
    "    alpha_m = alpha[:m]\n",
    "    x_m = Um @ alpha_m\n",
    "    captured = np.sum(np.abs(alpha_m)**2)\n",
    "    residual_energy = np.linalg.norm(x4-x_m)**2\n",
    "    print(f'{m:2d}    {captured:14.6f}    {residual_energy:14.6f}    {captured+residual_energy:11.6f}')\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "942d696e",
   "metadata": {},
   "source": [
    "### From Parseval to Riesz bounds\n",
    "\n",
    "For an orthonormal basis, the synthesis matrix is unitary/orthogonal, so its optimal Riesz bounds are\n",
    "\n",
    "\\[\n",
    "A=B=1.\n",
    "\\]\n",
    "\n",
    "For a general basis, coefficient energy is not equal to signal energy. Instead we ask for\n",
    "\n",
    "\\[\n",
    "A\\|c\\|_2^2\\le \\|\\Phi c\\|_2^2\\le B\\|c\\|_2^2.\n",
    "\\]\n",
    "\n",
    "The next short check makes this difference visible before we study stability in more detail.\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "0b6624fd",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.099662Z",
     "iopub.status.busy": "2026-10-20T09:49:09.099557Z",
     "iopub.status.idle": "2026-10-20T09:49:09.104017Z",
     "shell.execute_reply": "2026-10-20T09:49:09.103459Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "c = [ 4. -2.]\n",
      "||z||^2 = 5.000000000000001    ||c||^2 = 20.000000000000004\n",
      "Riesz interval = [ 2.3443556292536254 , 42.65564437074638 ]\n",
      "two-sided check = True\n"
     ]
    }
   ],
   "source": [
    "# Exercise 3C - Parseval generally fails for a non-orthogonal basis\n",
    "Phi_half = np.array([[1., 1.],\n",
    "                     [0., 0.5]])\n",
    "z = np.array([2., -1.])\n",
    "\n",
    "c = np.linalg.solve(Phi_half, z)\n",
    "A_half, B_half = riesz_bounds(Phi_half)\n",
    "signal_energy = np.linalg.norm(z)**2\n",
    "coeff_energy = np.linalg.norm(c)**2\n",
    "\n",
    "print('c =', c)\n",
    "print('||z||^2 =', signal_energy, '   ||c||^2 =', coeff_energy)\n",
    "print('Riesz interval = [', A_half*coeff_energy, ',', B_half*coeff_energy, ']')\n",
    "print('two-sided check =', A_half*coeff_energy <= signal_energy <= B_half*coeff_energy)\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a46c5218",
   "metadata": {},
   "source": [
    "**Conceptual questions**\n",
    "\n",
    "1. Why does Parseval become an equality only when the whole orthonormal basis is used?\n",
    "2. For $m<4$, what is the geometric meaning of the missing energy?\n",
    "3. What changes when the basis is complete but not orthonormal?\n",
    "4. Why is an orthonormal basis a Riesz basis with optimal bounds $A=B=1$?\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6c923b78",
   "metadata": {},
   "source": [
    "## Exercise 4 - Riesz bases as stable coordinate systems\n",
    "\n",
    "For an invertible finite-dimensional synthesis matrix $\\Phi$, the optimal constants in\n",
    "\n",
    "$$\n",
    "A\\|c\\|_2^2\\le \\|\\Phi c\\|_2^2\\le B\\|c\\|_2^2\n",
    "$$\n",
    "\n",
    "are\n",
    "\n",
    "$$\n",
    "A=\\lambda_{\\min}(\\Phi^*\\Phi),\\qquad\n",
    "B=\\lambda_{\\max}(\\Phi^*\\Phi).\n",
    "$$\n",
    "\n",
    "The ratio $B/A$ measures how uneven the energy scaling can be. Equivalently, the usual $2$-norm condition number satisfies\n",
    "\n",
    "$$\n",
    "\\kappa_2(\\Phi)=\\sqrt{B/A}.\n",
    "$$"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "13701ca3",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.105163Z",
     "iopub.status.busy": "2026-10-20T09:49:09.105062Z",
     "iopub.status.idle": "2026-10-20T09:49:09.108227Z",
     "shell.execute_reply": "2026-10-20T09:49:09.107781Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " eps        A             B             B/A          cond_2\n",
      "    1   3.81966e-01   2.61803e+00   6.85410e+00       2.618\n",
      "  0.5   1.17218e-01   2.13278e+00   1.81950e+01       4.266\n",
      "  0.1   4.98750e-03   2.00501e+00   4.02008e+02      20.050\n",
      " 0.02   1.99980e-04   2.00020e+00   1.00020e+04     100.010\n"
     ]
    }
   ],
   "source": [
    "eps_values = [1.0, 0.5, 0.1, 0.02]\n",
    "rows = []\n",
    "\n",
    "for eps in eps_values:\n",
    "    Phi = np.array([[1., 1.],\n",
    "                    [0., eps]])\n",
    "    A_bound, B_bound = riesz_bounds(Phi)\n",
    "    rows.append((eps, A_bound, B_bound, B_bound/A_bound,\n",
    "                 np.sqrt(B_bound/A_bound)))\n",
    "\n",
    "print(' eps        A             B             B/A          cond_2')\n",
    "for row in rows:\n",
    "    print(f'{row[0]:5.2g}  {row[1]:12.5e}  {row[2]:12.5e}  {row[3]:12.5e}  {row[4]:10.3f}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "f0ef525c",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.109418Z",
     "iopub.status.busy": "2026-10-20T09:49:09.109318Z",
     "iopub.status.idle": "2026-10-20T09:49:09.112362Z",
     "shell.execute_reply": "2026-10-20T09:49:09.111939Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " eps    relative signal perturbation    relative coefficient perturbation\n",
      "    1           1.00000e-04                  2.23607e-04\n",
      "  0.5           1.00000e-04                  4.12311e-04\n",
      "  0.1           1.00000e-04                  2.00250e-03\n",
      " 0.02           1.00000e-04                  1.00005e-02\n"
     ]
    }
   ],
   "source": [
    "c_true = np.array([1., 1.])\n",
    "noise_rel = 1e-4\n",
    "\n",
    "print(' eps    relative signal perturbation    relative coefficient perturbation')\n",
    "for eps in eps_values:\n",
    "    Phi = np.array([[1., 1.], [0., eps]])\n",
    "    x0 = Phi @ c_true\n",
    "    delta_x = np.array([0., noise_rel*np.linalg.norm(x0)])\n",
    "    x_noisy = x0 + delta_x\n",
    "    c_rec = np.linalg.solve(Phi, x_noisy)\n",
    "\n",
    "    rel_x = np.linalg.norm(delta_x) / np.linalg.norm(x0)\n",
    "    rel_c = np.linalg.norm(c_rec-c_true) / np.linalg.norm(c_true)\n",
    "    print(f'{eps:5.2g}          {rel_x:12.5e}                 {rel_c:12.5e}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "7c931d0f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.113534Z",
     "iopub.status.busy": "2026-10-20T09:49:09.113408Z",
     "iopub.status.idle": "2026-10-20T09:49:09.116874Z",
     "shell.execute_reply": "2026-10-20T09:49:09.116256Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      " K       A_K           B_K          B_K/A_K\n",
      " 1   2.50000e-01   4.00000e+00   1.60000e+01\n",
      " 2   6.25000e-02   1.60000e+01   2.56000e+02\n",
      " 3   1.56250e-02   6.40000e+01   4.09600e+03\n",
      " 4   3.90625e-03   2.56000e+02   6.55360e+04\n",
      " 5   9.76562e-04   1.02400e+03   1.04858e+06\n",
      " 6   2.44141e-04   4.09600e+03   1.67772e+07\n",
      " 7   6.10352e-05   1.63840e+04   2.68435e+08\n"
     ]
    }
   ],
   "source": [
    "K_values = np.arange(1, 8)\n",
    "A_vals, B_vals = [], []\n",
    "\n",
    "for K in K_values:\n",
    "    k = np.arange(-K, K+1)\n",
    "    Phi_K = np.diag(2.0**k)\n",
    "    A_K, B_K = riesz_bounds(Phi_K)\n",
    "    A_vals.append(A_K)\n",
    "    B_vals.append(B_K)\n",
    "\n",
    "A_vals = np.array(A_vals)\n",
    "B_vals = np.array(B_vals)\n",
    "ratio_vals = B_vals/A_vals\n",
    "\n",
    "print(' K       A_K           B_K          B_K/A_K')\n",
    "for K, A_K, B_K, r in zip(K_values, A_vals, B_vals, ratio_vals):\n",
    "    print(f'{K:2d}  {A_K:12.5e}  {B_K:12.5e}  {r:12.5e}')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "311c2f3f",
   "metadata": {
    "execution": {
     "iopub.execute_input": "2026-10-20T09:49:09.118164Z",
     "iopub.status.busy": "2026-10-20T09:49:09.118068Z",
     "iopub.status.idle": "2026-10-20T09:49:09.313162Z",
     "shell.execute_reply": "2026-10-20T09:49:09.312341Z"
    }
   },
   "outputs": [
    {
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      "text/plain": [
       "<Figure size 800x400 with 1 Axes>"
      ]
     },
     "metadata": {
      "image/png": {
       "height": 396,
       "width": 682
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.figure(figsize=(8, 4))\n",
    "plt.semilogy(K_values, A_vals, 'o-', label='$A_K$')\n",
    "plt.semilogy(K_values, B_vals, 'o-', label='$B_K$')\n",
    "plt.semilogy(K_values, ratio_vals, 'o-', label='$B_K/A_K$')\n",
    "plt.grid(True, which='both')\n",
    "plt.xlabel('$K$')\n",
    "plt.legend()\n",
    "plt.title(r'Finite truncations of $\\varphi_k=2^k e_k$')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "717f40e4",
   "metadata": {},
   "source": [
    "**Final conceptual questions**\n",
    "\n",
    "1. Why does every fixed finite truncation have valid Riesz bounds?\n",
    "2. What happens to the lower and upper bounds as $K$ grows?\n",
    "3. Why does this show that the infinite family $\\{2^ke_k\\}_{k\\in\\mathbb Z}$ cannot have uniform Riesz bounds?\n",
    "4. In your own words, what does a small lower Riesz bound mean for coordinate stability?"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1f574057",
   "metadata": {},
   "source": [
    "---\n",
    "### Take-away\n",
    "\n",
    "- $Q^*Q$ is an orthogonal projector when $Q$ has orthonormal rows.\n",
    "- Idempotence alone gives a projection; self-adjointness distinguishes the orthogonal one.\n",
    "- For an orthonormal basis, Parseval gives exact energy conservation between a vector and its coefficients; Bessel is the corresponding inequality for an incomplete orthonormal family.\n",
    "- Riesz bounds extend this picture to non-orthogonal bases by replacing exact energy preservation with stable two-sided bounds.\n"
   ]
  }
 ],
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