{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "25d0f5ab",
   "metadata": {},
   "source": [
    "## Visualisierung der Dichtematrix"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3576c8fc",
   "metadata": {},
   "source": [
    "### Beispiel GHZ-Zustand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "fb0e557f",
   "metadata": {},
   "outputs": [],
   "source": [
    "from qiskit import QuantumCircuit\n",
    "import qiskit.quantum_info as qi\n",
    "from qiskit.visualization import plot_state_city\n",
    "\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "af013393",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 267.197x204.68 with 1 Axes>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qc_GHZ = QuantumCircuit(3)\n",
    "qc_GHZ.h(0)\n",
    "qc_GHZ.cx(0,1)\n",
    "qc_GHZ.cx(0,2)\n",
    "qc_GHZ.draw('mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "7b231300",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho_{GHZ} = \n",
       "\\begin{bmatrix}\n",
       "\\tfrac{1}{2} & 0 & 0 & 0 & 0 & 0 & 0 & \\tfrac{1}{2}  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " \\tfrac{1}{2} & 0 & 0 & 0 & 0 & 0 & 0 & \\tfrac{1}{2}  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rho_GHZ = qi.DensityMatrix.from_instruction(qc_GHZ)\n",
    "rho_GHZ.draw('latex', prefix='\\\\rho_{GHZ} = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "38b1bfb2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x360 with 2 Axes>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(rho_GHZ.data, title='Density Matrix')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b776c2d6",
   "metadata": {},
   "source": [
    "### Beispiel W-Zustand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "bfc11c25",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 387.597x204.68 with 1 Axes>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qc_W = QuantumCircuit(3)\n",
    "\n",
    "qc_W.ry( 2*np.arccos( 1/np.sqrt(3) ), 0 )\n",
    "qc_W.ch(0, 1)\n",
    "qc_W.cx(1,2)\n",
    "qc_W.cx(0,1)\n",
    "qc_W.x(0)\n",
    "qc_W.draw('mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "4649211e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho_{W} = \n",
       "\\begin{bmatrix}\n",
       "0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & \\tfrac{1}{3} & \\tfrac{1}{3} & 0 & \\tfrac{1}{3} & 0 & 0 & 0  \\\\\n",
       " 0 & \\tfrac{1}{3} & \\tfrac{1}{3} & 0 & \\tfrac{1}{3} & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & \\tfrac{1}{3} & \\tfrac{1}{3} & 0 & \\tfrac{1}{3} & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rho_W = qi.DensityMatrix.from_instruction(qc_W)\n",
    "rho_W.draw('latex', prefix='\\\\rho_{W} = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d60eb80b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x360 with 2 Axes>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(rho_W.data, title='Density Matrix')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b08be54b",
   "metadata": {},
   "source": [
    "### Beispiel Separaierbarer Zustand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "9f7e28a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 146.797x204.68 with 1 Axes>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "qc_separable = QuantumCircuit(3)\n",
    "\n",
    "qc_separable.h(0)\n",
    "qc_separable.x(1)\n",
    "qc_separable.ry( 2*np.pi/3, 2)\n",
    "qc_separable.draw('mpl')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "dcef274a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/latex": [
       "$$\n",
       "\\rho_{separable} = \n",
       "\\begin{bmatrix}\n",
       "0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & \\tfrac{1}{8} & \\tfrac{1}{8} & 0 & 0 & 0.21651 & 0.21651  \\\\\n",
       " 0 & 0 & \\tfrac{1}{8} & \\tfrac{1}{8} & 0 & 0 & 0.21651 & 0.21651  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0  \\\\\n",
       " 0 & 0 & 0.21651 & 0.21651 & 0 & 0 & \\tfrac{3}{8} & \\tfrac{3}{8}  \\\\\n",
       " 0 & 0 & 0.21651 & 0.21651 & 0 & 0 & \\tfrac{3}{8} & \\tfrac{3}{8}  \\\\\n",
       " \\end{bmatrix}\n",
       "$$"
      ],
      "text/plain": [
       "<IPython.core.display.Latex object>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "rho_separable = qi.DensityMatrix.from_instruction(qc_separable)\n",
    "rho_separable.draw('latex', prefix='\\\\rho_{separable} = ')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "842ebec8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x360 with 2 Axes>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot_state_city(rho_separable.data, title='Density Matrix')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "14843631",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.8.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
