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August 22, 2023 14:19
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{ | |
"cells": [ | |
{ | |
"cell_type": "markdown", | |
"id": "f885a6f3", | |
"metadata": {}, | |
"source": [ | |
"Evaluate: $ x^{3} + x + 5 $" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 60, | |
"id": "c4fc2b48", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"(3, 9, 30, 35)\n", | |
"(3, 3, 1, 1)\n", | |
"(9, 27, 30, 35)\n", | |
"True\n" | |
] | |
} | |
], | |
"source": [ | |
"x = 3\n", | |
"v1 = x*x\n", | |
"v2 = v1*x\n", | |
"v3 = v2 + x\n", | |
"out = v3 + 5\n", | |
"\n", | |
"F73 = GF(73)\n", | |
"\n", | |
"w = vector(F73,[1, out, x, v1, v2, v3])\n", | |
"\n", | |
"A = Matrix(F73, [\n", | |
" [0, 0, 1, 0, 0, 0],\n", | |
" [0, 0, 0, 1, 0, 0],\n", | |
" [0, 0, 1, 0, 1, 0],\n", | |
" [5, 0, 0, 0, 0, 1]\n", | |
"])\n", | |
"\n", | |
"B = Matrix(F73, [\n", | |
" [0, 0, 1, 0, 0, 0],\n", | |
" [0, 0, 1, 0, 0, 0],\n", | |
" [1, 0, 0, 0, 0, 0],\n", | |
" [1, 0, 0, 0, 0, 0],\n", | |
"])\n", | |
"\n", | |
"C = Matrix(F73, [\n", | |
" [0, 0, 0, 1, 0, 0],\n", | |
" [0, 0, 0, 0, 1, 0],\n", | |
" [0, 0, 0, 0, 0, 1],\n", | |
" [0, 1, 0, 0, 0, 0]\n", | |
"])\n", | |
"\n", | |
"Aw = A*w\n", | |
"Bw = B*w\n", | |
"Cw = C*w\n", | |
"\n", | |
"print(Aw)\n", | |
"print(Bw)\n", | |
"print(Cw)\n", | |
"\n", | |
"# Compute the Hadamard product\n", | |
"AwBw = vector([Aw[i]*Bw[i] for i in range(len(Aw))])\n", | |
"\n", | |
"print(Cw == AwBw)\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 65, | |
"id": "129cb758", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"A\n", | |
"[68 70 68 13]\n", | |
"[ 0 0 0 0]\n", | |
"[ 8 13 5 48]\n", | |
"[67 46 69 37]\n", | |
"[ 4 66 40 36]\n", | |
"[72 14 72 61]\n", | |
"\n", | |
"B\n", | |
"[ 3 7 39 24]\n", | |
"[ 0 0 0 0]\n", | |
"[71 66 34 49]\n", | |
"[ 0 0 0 0]\n", | |
"[ 0 0 0 0]\n", | |
"[ 0 0 0 0]\n", | |
"\n", | |
"C\n", | |
"[ 0 0 0 0]\n", | |
"[72 14 72 61]\n", | |
"[ 0 0 0 0]\n", | |
"[ 4 20 38 12]\n", | |
"[67 46 69 37]\n", | |
"[ 4 66 40 36]\n", | |
"\n" | |
] | |
} | |
], | |
"source": [ | |
"M = [A, B, C]\n", | |
"PolyMtx = []\n", | |
"\n", | |
"for m in M:\n", | |
" PolyList = []\n", | |
" for i in range(m.ncols()):\n", | |
" points = []\n", | |
" for j in range(m.nrows()):\n", | |
" points.append([j+1, m[j, i]])\n", | |
" \n", | |
" Poly = R73.lagrange_polynomial(points).coefficients()\n", | |
" \n", | |
" if (len(Poly) < m.nrows()):\n", | |
" diff = m.nrows() - len(Poly)\n", | |
" for c in range(diff):\n", | |
" Poly.append(0)\n", | |
" \n", | |
" PolyList.append(Poly)\n", | |
" \n", | |
" PolyMtx.append(Matrix(F73, PolyList))\n", | |
" \n", | |
"print(f'''A\n", | |
"{PolyMtx[0]}\n", | |
"''')\n", | |
"\n", | |
"print(f'''B\n", | |
"{PolyMtx[1]}\n", | |
"''')\n", | |
"\n", | |
"print(f'''C\n", | |
"{PolyMtx[2]}\n", | |
"''')" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 66, | |
"id": "70224c7a", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"Ax = 7*x^3 + 2*x^2 + 24*x + 43\n", | |
"Bx = 25*x^3 + 68*x^2 + 59*x + 70\n", | |
"Cx = 15*x^3 + 12*x^2 + 23*x + 32\n" | |
] | |
} | |
], | |
"source": [ | |
"Ax = R73(list(w*PolyMtx[0]))\n", | |
"Bx = R73(list(w*PolyMtx[1]))\n", | |
"Cx = R73(list(w*PolyMtx[2]))\n", | |
"\n", | |
"print(\"Ax = \", Ax)\n", | |
"print(\"Bx = \", Bx)\n", | |
"print(\"Cx = \", Cx)" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 67, | |
"id": "b5163ac0", | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"T = 29*x^6 + 15*x^5 + 54*x^4 + 15*x^3 + 15*x^2 + 33*x + 58\n", | |
"Polynomial roots\n", | |
"T(1) = 0\n", | |
"T(2) = 0\n", | |
"T(3) = 0\n", | |
"T(4) = 0\n", | |
"Z = 24\n", | |
"Quotient of Z/T = 59*x^6 + 28*x^5 + 57*x^4 + 28*x^3 + 28*x^2 + 47*x + 45\n", | |
"Remainder of Z/T = 0\n" | |
] | |
} | |
], | |
"source": [ | |
"T = Ax*Bx - Cx\n", | |
"\n", | |
"print(\"T = \", T)\n", | |
"print(\"Polynomial roots\")\n", | |
"print(\"T(1) =\", T(1))\n", | |
"print(\"T(2) =\", T(2))\n", | |
"print(\"T(3) =\", T(3))\n", | |
"print(\"T(4) =\", T(4))\n", | |
"\n", | |
"x = 5\n", | |
"Z = R73((x-1)*(x-2)*(x-3)*(x-4))\n", | |
"\n", | |
"print(\"Z =\", Z)\n", | |
"\n", | |
"H = T.quo_rem(Z)\n", | |
"print(\"Quotient of Z/T = \", end=\"\")\n", | |
"print(H[0])\n", | |
"print(\"Remainder of Z/T = \", end=\"\")\n", | |
"print(H[1])\n" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"id": "a11e86e1", | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "SageMath 10.0", | |
"language": "sage", | |
"name": "sagemath-10.0" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 3 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython3", | |
"version": "3.11.1" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 5 | |
} |
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