{ "cells": [ { "cell_type": "code", "execution_count": 2, "metadata": { "jupyter": { "outputs_hidden": true }, "tags": [] }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\begin{array}{l}\n", "\\begin{array}{lcrcrcrcrcl}\n", " \\min \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 2 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 15 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 14 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 16 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 12 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 700 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 19 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 20 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 15 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 8 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 900 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 7 x_{1} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 5 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 6 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 10 \\\\\n", "\\end{array} \\\\\n", "x_{1}, x_{2}, x_{3}, x_{4} \\geq 0\n", "\\end{array}$$" ], "text/plain": [ "LP problem (use 'view(...)' or '%display typeset' for details)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\frac{42950}{219}$$" ], "text/plain": [ "42950/219" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\frac{1750}{73},\\,0,\\,\\frac{6490}{219},\\,0\\right)$$" ], "text/plain": [ "(1750/73, 0, 6490/219, 0)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\begin{array}{l}\n", "\\begin{array}{lcrcrcrcrcl}\n", " \\min \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 2 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 15 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 14 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 16 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 12 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 700 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 19 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 20 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 15 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 8 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 900 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 7 x_{1} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 5 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 6 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 10 \\\\\n", "\\end{array} \\\\\n", "x_{1}, x_{2}, x_{3}, x_{4} \\geq 0\n", "\\end{array}$$" ], "text/plain": [ "LP problem (use 'view(...)' or '%display typeset' for details)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\frac{42950}{219}$$" ], "text/plain": [ "42950/219" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\frac{1750}{73},\\,0,\\,\\frac{6490}{219},\\,0\\right)$$" ], "text/plain": [ "(1750/73, 0, 6490/219, 0)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{}$$" ], "text/plain": [ "salto" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{\\texttt{El dual es:}}$$" ], "text/plain": [ "dual" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\begin{array}{l}\n", "\\begin{array}{lcrcrcrcl}\n", " \\max \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 700 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 900 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 10 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 15 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 19 y_{2} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 7 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 2 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 14 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 20 y_{2} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 5 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 3 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 16 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 15 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 6 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 5 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 12 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 8 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 4 \\\\\n", "\\end{array} \\\\\n", "y_{1}, y_{2}, y_{3} \\geq 0\n", "\\end{array}$$" ], "text/plain": [ "LP problem (use 'view(...)' or '%display typeset' for details)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\frac{42950}{219}$$" ], "text/plain": [ "42950/219" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(0,\\,\\frac{47}{219},\\,\\frac{65}{219}\\right)$$" ], "text/plain": [ "(0, 47/219, 65/219)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{}$$" ], "text/plain": [ "salto" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{\\ \\ \\ Fase\\ I}$$" ], "text/plain": [ "FI" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{red}{t}}_{1} & {\\color{red}{t}}_{2} & {\\color{red}{t}}_{3} & {b} \\\\\n", "\\hline\n", " {\\color{red}{t}}_{1} & 15 & 14 & 16 & 12 & -1 & 0 & 0 & 1 & 0 & 0 & 700 \\\\\n", "{\\color{red}{t}}_{2} & 19 & 20 & 15 & 8 & 0 & -1 & 0 & 0 & 1 & 0 & 900 \\\\\n", "{\\color{red}{t}}_{3} & -7 & -5 & 6 & 4 & 0 & 0 & -1 & 0 & 0 & 1 & 10 \\\\\n", "\\hline\n", " {W_{ind}} & -27 & -29 & -37 & -24 & 1 & 1 & 1 & 0 & 0 & 0 & 1610\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 t1 t2 t3| rhs]\n", "[----+-------------------------------------------------+----]\n", "[ t1| 15 14 16 12 -1 0 0 1 0 0| 700]\n", "[ t2| 19 20 15 8 0 -1 0 0 1 0| 900]\n", "[ t3| -7 -5 6 4 0 0 -1 0 0 1| 10]\n", "[----+-------------------------------------------------+----]\n", "[ W| -27 -29 -37 -24 1 1 1 0 0 0|1610]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ " \n", " \n", "cambio( 3 , 3 )\n", "cambio( 1 , 1 )\n", "cambio( 1 , 2 )\n", "cambio( 2 , 5 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{red}{t}}_{1} & {\\color{red}{t}}_{2} & {\\color{red}{t}}_{3} & {b} \\\\\n", "\\hline\n", " {x}_{2} & \\frac{73}{65} & 1 & 0 & -\\frac{4}{65} & 0 & -\\frac{2}{65} & \\frac{1}{13} & 0 & \\frac{2}{65} & -\\frac{1}{13} & \\frac{350}{13} \\\\\n", "{\\color{green}{s}}_{1} & -\\frac{193}{65} & 0 & 0 & -\\frac{196}{65} & 1 & -\\frac{164}{195} & -\\frac{22}{39} & -1 & \\frac{164}{195} & \\frac{22}{39} & \\frac{2440}{39} \\\\\n", "{x}_{3} & -\\frac{3}{13} & 0 & 1 & \\frac{8}{13} & 0 & -\\frac{1}{39} & -\\frac{4}{39} & 0 & \\frac{1}{39} & \\frac{4}{39} & \\frac{940}{39} \\\\\n", "\\hline\n", " {W_{ind}} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 1 & 1 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 t1 t2 t3| rhs]\n", "[--------+-----------------------------------------------------------------------------------------+--------]\n", "[ x2| 73/65 1 0 -4/65 0 -2/65 1/13 0 2/65 -1/13| 350/13]\n", "[ s1| -193/65 0 0 -196/65 1 -164/195 -22/39 -1 164/195 22/39| 2440/39]\n", "[ x3| -3/13 0 1 8/13 0 -1/39 -4/39 0 1/39 4/39| 940/39]\n", "[--------+-----------------------------------------------------------------------------------------+--------]\n", "[ W| 0 0 0 0 0 0 0 1 1 1| 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "El problema de la fase I es óptimo y Wopt=0. Por tanto, el original es factible\n", "Preparemos el cuadro inicial de la fase II\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{\\ \\ \\ Fase\\ II}$$" ], "text/plain": [ "FII" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {b} \\\\\n", "\\hline\n", " {x}_{2} & \\frac{73}{65} & 1 & 0 & -\\frac{4}{65} & 0 & -\\frac{2}{65} & \\frac{1}{13} & \\frac{350}{13} \\\\\n", "{\\color{green}{s}}_{1} & -\\frac{193}{65} & 0 & 0 & -\\frac{196}{65} & 1 & -\\frac{164}{195} & -\\frac{22}{39} & \\frac{2440}{39} \\\\\n", "{x}_{3} & -\\frac{3}{13} & 0 & 1 & \\frac{8}{13} & 0 & -\\frac{1}{39} & -\\frac{4}{39} & \\frac{940}{39} \\\\\n", "\\hline\n", " {Z_{ind}} & -\\frac{14}{65} & 0 & 0 & \\frac{72}{65} & 0 & \\frac{43}{195} & \\frac{11}{39} & \\frac{7850}{39}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3| rhs]\n", "[--------+--------------------------------------------------------------+--------]\n", "[ x2| 73/65 1 0 -4/65 0 -2/65 1/13| 350/13]\n", "[ s1| -193/65 0 0 -196/65 1 -164/195 -22/39| 2440/39]\n", "[ x3| -3/13 0 1 8/13 0 -1/39 -4/39| 940/39]\n", "[--------+--------------------------------------------------------------+--------]\n", "[ Z| -14/65 0 0 72/65 0 43/195 11/39| 7850/39]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 1 , 1 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & \\frac{65}{73} & 0 & -\\frac{4}{73} & 0 & -\\frac{2}{73} & \\frac{5}{73} & \\frac{1750}{73} \\\\\n", "{\\color{green}{s}}_{1} & 0 & \\frac{193}{73} & 0 & -\\frac{232}{73} & 1 & -\\frac{202}{219} & -\\frac{79}{219} & \\frac{29290}{219} \\\\\n", "{x}_{3} & 0 & \\frac{15}{73} & 1 & \\frac{44}{73} & 0 & -\\frac{7}{219} & -\\frac{19}{219} & \\frac{6490}{219} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & \\frac{14}{73} & 0 & \\frac{80}{73} & 0 & \\frac{47}{219} & \\frac{65}{219} & \\frac{42950}{219}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3| rhs]\n", "[---------+---------------------------------------------------------------------+---------]\n", "[ x1| 1 65/73 0 -4/73 0 -2/73 5/73| 1750/73]\n", "[ s1| 0 193/73 0 -232/73 1 -202/219 -79/219|29290/219]\n", "[ x3| 0 15/73 1 44/73 0 -7/219 -19/219| 6490/219]\n", "[---------+---------------------------------------------------------------------+---------]\n", "[ Z| 0 14/73 0 80/73 0 47/219 65/219|42950/219]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "El problema es óptimo\n" ] } ], "source": [ "tipo='min' #max o min\n", "n=4 # número de variables x's\n", "m=3 # número de restricciones (distintas de las de signo)\n", "\n", "c=matrix(QQ,1,n,[2,3,5,4] ) # vector de costos\n", "\n", "A=matrix(QQ,m,n,[ # coeficientes de las variables x's\n", "[15,14,16,12],\n", "[19,20,15,8],\n", "[-7,-5,6,4]\n", "])\n", "\n", "b=matrix(QQ,m,1,[700,900,10]) # vector de la derecha\n", "\n", "\n", "######################################################\n", "############### VARIABLES DE HOLGURA ################\n", "\n", "\n", "h=matrix(ZZ,1,m,[-1,-1,-1]) # variables de holgura: \n", " # Pon 1 si va sumando, \n", " # -1 si va restando y \n", " # 0 si no hay variable de holgura.\n", "\n", "#######################################################\n", "\n", "\n", "######################################################\n", "######### Problemas Paramétricos ###########\n", " \n", "prmtr_b=0 # 1 si quieres usar un parámetro en b\n", " # 0 en caso contrario\n", "\n", "bp=matrix(QQ,m,1,[1,-1,2]) # vector de la derecha para problemas paramétricos.\n", "\n", "###################################################### \n", " \n", "prmtr_c=0 # 1 si quieres usar un parámetro en c\n", " # 0 en caso contrario\n", "\n", " \n", "cp=matrix(QQ,1,n,[-1,1,0,2] ) # vector de costos adicional para problemas paramétricos.\n", "\n", "######################################################\n", "\n", "\n", "##############################################################################\n", "####### Usando el paquete de programación lineal Pinteractive de Sage ########\n", "##############################################################################\n", "signos=[]\n", "for i in range(m):\n", " if h[0,i] == -1:\n", " signos.append(\">=\")\n", " elif h[0,i] == 1:\n", " signos.append(\"<=\")\n", " elif h[0,i] == 0:\n", " signos.append(\"==\")\n", " \n", "var_nam = []\n", "for i in range(n):\n", " k=i+1\n", " var_nam.append('x_%s' %k)\n", " \n", "PPL = InteractiveLPProblem(A, b, c, var_nam, \n", "constraint_type=signos, variable_type=\">=\", problem_type=\"min\") \n", "\n", "##############################################################################\n", "##############################################################################\n", "\n", "\n", "####################################################################\n", "############ HASTA AQUÍ LOS DATOS ################################\n", "####################################################################\n", "\n", "\n", "raya=var('ry', latex_name='===================================')\n", "show(ry)\n", "show(ry)\n", "show(PPL)\n", "show(PPL.optimal_value())\n", "show(PPL.optimal_solution())\n", "show(ry)\n", "show(ry)\n", "\n", "#load('https://sage.unex.es/501708/simplex2023Auto.sage')\n", "load('https://sage.unex.es/501708/simplex2023Auto_MC.sage')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "71/73" ] }, "execution_count": 3, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1750/73 -23\n" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & \\frac{65}{73} & 0 & -\\frac{4}{73} & 0 & -\\frac{2}{73} & \\frac{5}{73} & 0 & \\frac{1750}{73} \\\\\n", "{\\color{green}{s}}_{1} & 0 & \\frac{193}{73} & 0 & -\\frac{232}{73} & 1 & -\\frac{202}{219} & -\\frac{79}{219} & 0 & \\frac{29290}{219} \\\\\n", "{x}_{3} & 0 & \\frac{15}{73} & 1 & \\frac{44}{73} & 0 & -\\frac{7}{219} & -\\frac{19}{219} & 0 & \\frac{6490}{219} \\\\\n", "{\\color{green}{s}}_{4} & 0 & -65 & 0 & -69 & 0 & -71 & -5 & 1 & -71 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & \\frac{14}{73} & 0 & \\frac{80}{73} & 0 & \\frac{47}{219} & \\frac{65}{219} & 0 & \\frac{42950}{219}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4| rhs]\n", "[---------+-------------------------------------------------------------------------------+---------]\n", "[ x1| 1 65/73 0 -4/73 0 -2/73 5/73 0| 1750/73]\n", "[ s1| 0 193/73 0 -232/73 1 -202/219 -79/219 0|29290/219]\n", "[ x3| 0 15/73 1 44/73 0 -7/219 -19/219 0| 6490/219]\n", "[ s4| 0 -65 0 -69 0 -71 -5 1| -71]\n", "[---------+-------------------------------------------------------------------------------+---------]\n", "[ Z| 0 14/73 0 80/73 0 47/219 65/219 0|42950/219]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v=matrix(QQ,1,nv,[0,-65,0,-69,0,-71,-5] ); R=-71;\n", "añadeRes(v,R)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ NO -0.0029505 NO -0.015882 NO -0.0030227 -0.059361 NO]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cocientesD(4)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -1 & 0 & -1 & 0 & \\frac{1}{73} & 23 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{389}{65} & 1 & -\\frac{743}{195} & -\\frac{22}{39} & \\frac{193}{4745} & \\frac{25517}{195} \\\\\n", "{x}_{3} & 0 & 0 & 1 & \\frac{5}{13} & 0 & -\\frac{10}{39} & -\\frac{4}{39} & \\frac{3}{949} & \\frac{1147}{39} \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{69}{65} & 0 & \\frac{71}{65} & \\frac{1}{13} & -\\frac{1}{65} & \\frac{71}{65} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{58}{65} & 0 & \\frac{1}{195} & \\frac{11}{39} & \\frac{14}{4745} & \\frac{38284}{195}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4| rhs]\n", "[---------+-------------------------------------------------------------------------------+---------]\n", "[ x1| 1 0 0 -1 0 -1 0 1/73| 23]\n", "[ s1| 0 0 0 -389/65 1 -743/195 -22/39 193/4745|25517/195]\n", "[ x3| 0 0 1 5/13 0 -10/39 -4/39 3/949| 1147/39]\n", "[ x2| 0 1 0 69/65 0 71/65 1/13 -1/65| 71/65]\n", "[---------+-------------------------------------------------------------------------------+---------]\n", "[ Z| 0 0 0 58/65 0 1/195 11/39 14/4745|38284/195]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(4,2)" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "16/39" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "1147/39 -29" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -1 & 0 & -1 & 0 & \\frac{1}{73} & 0 & 23 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{389}{65} & 1 & -\\frac{743}{195} & -\\frac{22}{39} & \\frac{193}{4745} & 0 & \\frac{25517}{195} \\\\\n", "{x}_{3} & 0 & 0 & 1 & \\frac{5}{13} & 0 & -\\frac{10}{39} & -\\frac{4}{39} & \\frac{3}{949} & 0 & \\frac{1147}{39} \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{69}{65} & 0 & \\frac{71}{65} & \\frac{1}{13} & -\\frac{1}{65} & 0 & \\frac{71}{65} \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 0 & -4 & 0 & -6 & -5 & -\\frac{6}{59} & 1 & -6 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{58}{65} & 0 & \\frac{1}{195} & \\frac{11}{39} & \\frac{14}{4745} & 0 & \\frac{38284}{195}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5| rhs]\n", "[---------+-----------------------------------------------------------------------------------------+---------]\n", "[ x1| 1 0 0 -1 0 -1 0 1/73 0| 23]\n", "[ s1| 0 0 0 -389/65 1 -743/195 -22/39 193/4745 0|25517/195]\n", "[ x3| 0 0 1 5/13 0 -10/39 -4/39 3/949 0| 1147/39]\n", "[ x2| 0 1 0 69/65 0 71/65 1/13 -1/65 0| 71/65]\n", "[ s5| 0 0 0 -4 0 -6 -5 -6/59 1| -6]\n", "[---------+-----------------------------------------------------------------------------------------+---------]\n", "[ Z| 0 0 0 58/65 0 1/195 11/39 14/4745 0|38284/195]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v=matrix(QQ,1,nv,[0,0,0,-4,0,-6,-65/13,-6/59] ); R=-6;\n", "añadeRes(v,R)" ] }, { "cell_type": "code", "execution_count": 9, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ NO NO NO -0.22308 NO -0.00085470 -0.056410 -0.029013 NO]" ] }, "execution_count": 9, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cocientesD(5)" ] }, { "cell_type": "code", "execution_count": 10, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{1}{3} & 0 & 0 & \\frac{5}{6} & \\frac{132}{4307} & -\\frac{1}{6} & 24 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{31}{9} & 1 & 0 & \\frac{47}{18} & \\frac{1360}{12921} & -\\frac{743}{1170} & \\frac{404}{3} \\\\\n", "{x}_{3} & 0 & 0 & 1 & \\frac{5}{9} & 0 & 0 & \\frac{1}{9} & \\frac{97}{12921} & -\\frac{5}{117} & \\frac{89}{3} \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{1}{3} & 0 & 0 & -\\frac{5}{6} & -\\frac{2}{59} & \\frac{71}{390} & 0 \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & 0 & \\frac{2}{3} & 0 & 1 & \\frac{5}{6} & \\frac{1}{59} & -\\frac{1}{6} & 1 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{8}{9} & 0 & 0 & \\frac{5}{18} & \\frac{37}{12921} & \\frac{1}{1170} & \\frac{589}{3}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5| rhs]\n", "[----------+--------------------------------------------------------------------------------------------------+----------]\n", "[ x1| 1 0 0 -1/3 0 0 5/6 132/4307 -1/6| 24]\n", "[ s1| 0 0 0 -31/9 1 0 47/18 1360/12921 -743/1170| 404/3]\n", "[ x3| 0 0 1 5/9 0 0 1/9 97/12921 -5/117| 89/3]\n", "[ x2| 0 1 0 1/3 0 0 -5/6 -2/59 71/390| 0]\n", "[ s2| 0 0 0 2/3 0 1 5/6 1/59 -1/6| 1]\n", "[----------+--------------------------------------------------------------------------------------------------+----------]\n", "[ Z| 0 0 0 8/9 0 0 5/18 37/12921 1/1170| 589/3]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(5,6)" ] }, { "cell_type": "code", "execution_count": 11, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "39" ] }, "execution_count": 11, "metadata": {}, "output_type": "execute_result" } ], "source": [ "117/3" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": 12, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{1}{3} & 0 & 0 & \\frac{5}{6} & \\frac{132}{4307} & -\\frac{1}{6} & 0 & 24 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{31}{9} & 1 & 0 & \\frac{47}{18} & \\frac{1360}{12921} & -\\frac{743}{1170} & 0 & \\frac{404}{3} \\\\\n", "{x}_{3} & 0 & 0 & 1 & \\frac{5}{9} & 0 & 0 & \\frac{1}{9} & \\frac{97}{12921} & -\\frac{5}{117} & 0 & \\frac{89}{3} \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{1}{3} & 0 & 0 & -\\frac{5}{6} & -\\frac{2}{59} & \\frac{71}{390} & 0 & 0 \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & 0 & \\frac{2}{3} & 0 & 1 & \\frac{5}{6} & \\frac{1}{59} & -\\frac{1}{6} & 0 & 1 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 0 & -5 & 0 & 0 & -1 & -\\frac{291}{4307} & -\\frac{10}{13} & 1 & -6 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{8}{9} & 0 & 0 & \\frac{5}{18} & \\frac{37}{12921} & \\frac{1}{1170} & 0 & \\frac{589}{3}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6| rhs]\n", "[----------+-------------------------------------------------------------------------------------------------------------+----------]\n", "[ x1| 1 0 0 -1/3 0 0 5/6 132/4307 -1/6 0| 24]\n", "[ s1| 0 0 0 -31/9 1 0 47/18 1360/12921 -743/1170 0| 404/3]\n", "[ x3| 0 0 1 5/9 0 0 1/9 97/12921 -5/117 0| 89/3]\n", "[ x2| 0 1 0 1/3 0 0 -5/6 -2/59 71/390 0| 0]\n", "[ s2| 0 0 0 2/3 0 1 5/6 1/59 -1/6 0| 1]\n", "[ s6| 0 0 0 -5 0 0 -1 -291/4307 -10/13 1| -6]\n", "[----------+-------------------------------------------------------------------------------------------------------------+----------]\n", "[ Z| 0 0 0 8/9 0 0 5/18 37/12921 1/1170 0| 589/3]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v=matrix(QQ,1,nv,[0,0,0,-5,0,0,-1,-(97*3)/4307,-10/13] ); R=-6;\n", "añadeRes(v,R)" ] }, { "cell_type": "code", "execution_count": 13, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ NO NO NO -0.17778 NO NO -0.27778 -0.042383 -0.0011111 NO]" ] }, "execution_count": 13, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cocientesD(6)" ] }, { "cell_type": "code", "execution_count": 14, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{9}{2} & 0 & 0 & 0 & -\\frac{221}{8614} & -\\frac{21}{26} & \\frac{5}{6} & 19 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{33}{2} & 1 & 0 & 0 & -\\frac{613}{8614} & -\\frac{1031}{390} & \\frac{47}{18} & 119 \\\\\n", "{x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{5}{39} & \\frac{1}{9} & 29 \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{9}{2} & 0 & 0 & 0 & \\frac{193}{8614} & \\frac{107}{130} & -\\frac{5}{6} & 5 \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & 0 & -\\frac{7}{2} & 0 & 1 & 0 & -\\frac{339}{8614} & -\\frac{21}{26} & \\frac{5}{6} & -4 \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & 0 & 5 & 0 & 0 & 1 & \\frac{291}{4307} & \\frac{10}{13} & -1 & 6 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & -\\frac{1}{2} & 0 & 0 & 0 & -\\frac{137}{8614} & -\\frac{83}{390} & \\frac{5}{18} & 198\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6| rhs]\n", "[---------+---------------------------------------------------------------------------------------------------+---------]\n", "[ x1| 1 0 0 -9/2 0 0 0 -221/8614 -21/26 5/6| 19]\n", "[ s1| 0 0 0 -33/2 1 0 0 -613/8614 -1031/390 47/18| 119]\n", "[ x3| 0 0 1 0 0 0 0 0 -5/39 1/9| 29]\n", "[ x2| 0 1 0 9/2 0 0 0 193/8614 107/130 -5/6| 5]\n", "[ s2| 0 0 0 -7/2 0 1 0 -339/8614 -21/26 5/6| -4]\n", "[ s3| 0 0 0 5 0 0 1 291/4307 10/13 -1| 6]\n", "[---------+---------------------------------------------------------------------------------------------------+---------]\n", "[ Z| 0 0 0 -1/2 0 0 0 -137/8614 -83/390 5/18| 198]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(6,7)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "8/15" ] }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "443/15 -29" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{9}{2} & 0 & 0 & 0 & -\\frac{221}{8614} & -\\frac{21}{26} & \\frac{5}{6} & 0 & 19 \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{33}{2} & 1 & 0 & 0 & -\\frac{613}{8614} & -\\frac{1031}{390} & \\frac{47}{18} & 0 & 119 \\\\\n", "{x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{5}{39} & \\frac{1}{9} & 0 & 29 \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{9}{2} & 0 & 0 & 0 & \\frac{193}{8614} & \\frac{107}{130} & -\\frac{5}{6} & 0 & 5 \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & 0 & -\\frac{7}{2} & 0 & 1 & 0 & -\\frac{339}{8614} & -\\frac{21}{26} & \\frac{5}{6} & 0 & -4 \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & 0 & 5 & 0 & 0 & 1 & \\frac{291}{4307} & \\frac{10}{13} & -1 & 0 & 6 \\\\\n", "{\\color{green}{s}}_{7} & 0 & 0 & 0 & -\\frac{7}{15} & 0 & 0 & 0 & -\\frac{137}{21535} & -\\frac{16}{325} & -\\frac{2}{15} & 1 & -\\frac{8}{15} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & -\\frac{1}{2} & 0 & 0 & 0 & -\\frac{137}{8614} & -\\frac{83}{390} & \\frac{5}{18} & 0 & 198\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[----------+------------------------------------------------------------------------------------------------------------------------+----------]\n", "[ x1| 1 0 0 -9/2 0 0 0 -221/8614 -21/26 5/6 0| 19]\n", "[ s1| 0 0 0 -33/2 1 0 0 -613/8614 -1031/390 47/18 0| 119]\n", "[ x3| 0 0 1 0 0 0 0 0 -5/39 1/9 0| 29]\n", "[ x2| 0 1 0 9/2 0 0 0 193/8614 107/130 -5/6 0| 5]\n", "[ s2| 0 0 0 -7/2 0 1 0 -339/8614 -21/26 5/6 0| -4]\n", "[ s3| 0 0 0 5 0 0 1 291/4307 10/13 -1 0| 6]\n", "[ s7| 0 0 0 -7/15 0 0 0 -137/21535 -16/325 -2/15 1| -8/15]\n", "[----------+------------------------------------------------------------------------------------------------------------------------+----------]\n", "[ Z| 0 0 0 -1/2 0 0 0 -137/8614 -83/390 5/18 0| 198]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "v=matrix(QQ,1,nv,[0,0,0,-7/15,0,0,0,-137/21535,-16/325,-2/15] ); R=-8/15;\n", "añadeRes(v,R)" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ NO NO NO 1.0714 NO NO NO 2.5000 4.3229 -2.0833 NO]" ] }, "execution_count": 17, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cocientesD(7)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{1076}{411} & 0 & 0 & 0 & 0 & -\\frac{10849}{17810} & \\frac{1127}{822} & -\\frac{1105}{274} & \\frac{8693}{411} \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{4636}{411} & 1 & 0 & 0 & 0 & -\\frac{111823}{53430} & \\frac{10117}{2466} & -\\frac{3065}{274} & \\frac{51361}{411} \\\\\n", "{x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{5}{39} & \\frac{1}{9} & 0 & 29 \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{1174}{411} & 0 & 0 & 0 & 0 & \\frac{11571}{17810} & -\\frac{357}{274} & \\frac{965}{274} & \\frac{1283}{411} \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & 0 & -\\frac{84}{137} & 0 & 1 & 0 & 0 & -\\frac{8961}{17810} & \\frac{1363}{822} & -\\frac{1695}{274} & -\\frac{96}{137} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & 0 & \\frac{6}{137} & 0 & 0 & 1 & 0 & \\frac{2194}{8905} & -\\frac{331}{137} & \\frac{1455}{137} & \\frac{46}{137} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & \\frac{30149}{411} & 0 & 0 & 0 & 1 & \\frac{68912}{8905} & \\frac{8614}{411} & -\\frac{21535}{137} & \\frac{34456}{411} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{2}{3} & 0 & 0 & 0 & 0 & -\\frac{7}{78} & \\frac{11}{18} & -\\frac{5}{2} & \\frac{590}{3}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[-------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+-------------]\n", "[ x1| 1 0 0 -1076/411 0 0 0 0 -10849/17810 1127/822 -1105/274| 8693/411]\n", "[ s1| 0 0 0 -4636/411 1 0 0 0 -111823/53430 10117/2466 -3065/274| 51361/411]\n", "[ x3| 0 0 1 0 0 0 0 0 -5/39 1/9 0| 29]\n", "[ x2| 0 1 0 1174/411 0 0 0 0 11571/17810 -357/274 965/274| 1283/411]\n", "[ s2| 0 0 0 -84/137 0 1 0 0 -8961/17810 1363/822 -1695/274| -96/137]\n", "[ s3| 0 0 0 6/137 0 0 1 0 2194/8905 -331/137 1455/137| 46/137]\n", "[ s4| 0 0 0 30149/411 0 0 0 1 68912/8905 8614/411 -21535/137| 34456/411]\n", "[-------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+-------------]\n", "[ Z| 0 0 0 2/3 0 0 0 0 -7/78 11/18 -5/2| 590/3]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(7,8)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ NO NO NO -1.0873 NO NO NO NO 0.17837 NO 0.40413]" ] }, "execution_count": 19, "metadata": {}, "output_type": "execute_result" } ], "source": [ "cocientesD(5)" ] }, { "cell_type": "code", "execution_count": 20, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & 0 & -\\frac{16808}{8961} & 0 & -\\frac{10849}{8961} & 0 & 0 & 0 & -\\frac{590}{927} & \\frac{10325}{2987} & \\frac{197135}{8961} \\\\\n", "{\\color{green}{s}}_{1} & 0 & 0 & 0 & -\\frac{78224}{8961} & 1 & -\\frac{111823}{26883} & 0 & 0 & 0 & -\\frac{7772}{2781} & \\frac{130345}{8961} & \\frac{1145939}{8961} \\\\\n", "{x}_{3} & 0 & 0 & 1 & \\frac{1400}{8961} & 0 & -\\frac{6850}{26883} & 0 & 0 & 0 & -\\frac{866}{2781} & \\frac{14125}{8961} & \\frac{261469}{8961} \\\\\n", "{x}_{2} & 0 & 1 & 0 & \\frac{638}{309} & 0 & \\frac{133}{103} & 0 & 0 & 0 & \\frac{259}{309} & -\\frac{460}{103} & \\frac{685}{309} \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 0 & \\frac{3640}{2987} & 0 & -\\frac{17810}{8961} & 0 & 0 & 1 & -\\frac{3055}{927} & \\frac{36725}{2987} & \\frac{4160}{2987} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & 0 & -\\frac{766}{2987} & 0 & \\frac{4388}{8961} & 1 & 0 & 0 & -\\frac{1487}{927} & \\frac{22675}{2987} & -\\frac{22}{2987} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & \\frac{572831}{8961} & 0 & \\frac{137824}{8961} & 0 & 1 & 0 & \\frac{43070}{927} & -\\frac{753725}{2987} & \\frac{654664}{8961} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & 0 & \\frac{2318}{2987} & 0 & -\\frac{4795}{26883} & 0 & 0 & 0 & \\frac{877}{2781} & -\\frac{12515}{8961} & \\frac{587070}{2987}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[-------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+-------------]\n", "[ x1| 1 0 0 -16808/8961 0 -10849/8961 0 0 0 -590/927 10325/2987| 197135/8961]\n", "[ s1| 0 0 0 -78224/8961 1 -111823/26883 0 0 0 -7772/2781 130345/8961| 1145939/8961]\n", "[ x3| 0 0 1 1400/8961 0 -6850/26883 0 0 0 -866/2781 14125/8961| 261469/8961]\n", "[ x2| 0 1 0 638/309 0 133/103 0 0 0 259/309 -460/103| 685/309]\n", "[ s5| 0 0 0 3640/2987 0 -17810/8961 0 0 1 -3055/927 36725/2987| 4160/2987]\n", "[ s3| 0 0 0 -766/2987 0 4388/8961 1 0 0 -1487/927 22675/2987| -22/2987]\n", "[ s4| 0 0 0 572831/8961 0 137824/8961 0 1 0 43070/927 -753725/2987| 654664/8961]\n", "[-------------+---------------------------------------------------------------------------------------------------------------------------------------------------------+-------------]\n", "[ Z| 0 0 0 2318/2987 0 -4795/26883 0 0 0 877/2781 -12515/8961| 587070/2987]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(5,9)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "[ 197135/8961]\n", "[1145939/8961]\n", "[ 261469/8961]\n", "[ 685/309]\n", "[ 4160/2987]\n", "[ -22/2987]\n", "[ 654664/8961]" ] }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b # Vector de la derecha del cuadro actual" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Para obtener la parte decimal de $b_1$" ] }, { "cell_type": "code", "execution_count": 22, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "8954/8961" ] }, "execution_count": 22, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b[0][0]- floor(b[0][0])" ] }, { "cell_type": "code", "execution_count": 23, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "8954/8961" ] }, "execution_count": 23, "metadata": {}, "output_type": "execute_result" } ], "source": [ "b[0][0]- floor(b[0][0])" ] }, { "cell_type": "code", "execution_count": 24, "metadata": { "jupyter": { "outputs_hidden": true } }, "outputs": [ { "data": { "text/plain": [ "1114/8961" ] }, "execution_count": 24, "metadata": {}, "output_type": "execute_result" } ], "source": [ "A[0][3]-floor(A[0][3])" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "SageMath 9.5", "language": "sage", "name": "sagemath" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.11.2" } }, "nbformat": 4, "nbformat_minor": 4 }