{ "cells": [ { "cell_type": "code", "execution_count": 49, "metadata": { "scrolled": false }, "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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\begin{array}{l}\n", "\\begin{array}{lcrcrcrcrcl}\n", " \\max \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 44 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 53 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 40 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 34 x_{4} \\mspace{-6mu}&\\mspace{-6mu} 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\\mspace{-6mu}&\\mspace{-6mu} 3 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 90 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} x_{2} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 0 \\\\\n", "\\end{array} \\\\\n", "x_{1}, x_{2}, x_{3}, x_{4} \\geq 0\n", "\\end{array}$$" ], "text/plain": [ "LP problem (use 'view(...)' or '%display typeset' for details)" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}1524$$" ], "text/plain": [ "1524" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(16,\\,0,\\,12,\\,10\\right)$$" ], 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"$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}{===================================}$$" ], "text/plain": [ "ry" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\begin{array}{l}\n", "\\begin{array}{lcrcrcrcrcrcrcrcl}\n", " \\min \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 48 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 100 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 70 y_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 64 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 150 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 90 y_{6} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 3 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + 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\\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 2 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 y_{6} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 40 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 4 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 9 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 y_{6} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 34 \\\\\n", "\\end{array} \\\\\n", "y_{1}, y_{2}, y_{3}, y_{4}, y_{5}, y_{6}, y_{7} \\geq 0\n", "\\end{array}$$" ], "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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}1524$$" ], "text/plain": [ "1524" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\frac{44}{3},\\,0,\\,0,\\,0,\\,\\frac{5}{3},\\,\\frac{19}{3},\\,0\\right)$$" ], "text/plain": [ "(44/3, 0, 0, 0, 5/3, 19/3, 0)" ] }, "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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {\\color{green}{s}}_{1} & 3 & 5 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 48 \\\\\n", "{\\color{green}{s}}_{2} & 6 & 8 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 100 \\\\\n", "{\\color{green}{s}}_{3} & 4 & 3 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 70 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{\\color{green}{s}}_{7} & -2 & 1 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 44 & 53 & 40 & 34 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7|rhs]\n", "[---+-------------------------------------------+---]\n", "[ s1| 3 5 0 0 1 0 0 0 0 0 0| 48]\n", "[ s2| 6 8 0 0 0 1 0 0 0 0 0|100]\n", "[ s3| 4 3 0 0 0 0 1 0 0 0 0| 70]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0|150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ s7| -2 1 -2 1 0 0 0 0 0 0 1| 0]\n", "[---+-------------------------------------------+---]\n", "[ Z| 44 53 40 34 0 0 0 0 0 0 0| 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 7 , 2 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {\\color{green}{s}}_{1} & 13 & 0 & 10 & -5 & 1 & 0 & 0 & 0 & 0 & 0 & -5 & 48 \\\\\n", "{\\color{green}{s}}_{2} & 22 & 0 & 16 & -8 & 0 & 1 & 0 & 0 & 0 & 0 & -8 & 100 \\\\\n", "{\\color{green}{s}}_{3} & 10 & 0 & 6 & -3 & 0 & 0 & 1 & 0 & 0 & 0 & -3 & 70 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{x}_{2} & -2 & 1 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 150 & 0 & 146 & -19 & 0 & 0 & 0 & 0 & 0 & 0 & -53 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7|rhs]\n", "[---+-------------------------------------------+---]\n", "[ s1| 13 0 10 -5 1 0 0 0 0 0 -5| 48]\n", "[ s2| 22 0 16 -8 0 1 0 0 0 0 -8|100]\n", "[ s3| 10 0 6 -3 0 0 1 0 0 0 -3| 70]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0|150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ x2| -2 1 -2 1 0 0 0 0 0 0 1| 0]\n", "[---+-------------------------------------------+---]\n", "[ Z|150 0 146 -19 0 0 0 0 0 0 -53| 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 1 , 1 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & \\frac{10}{13} & -\\frac{5}{13} & \\frac{1}{13} & 0 & 0 & 0 & 0 & 0 & -\\frac{5}{13} & \\frac{48}{13} \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & -\\frac{12}{13} & \\frac{6}{13} & -\\frac{22}{13} & 1 & 0 & 0 & 0 & 0 & \\frac{6}{13} & \\frac{244}{13} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & -\\frac{22}{13} & \\frac{11}{13} & -\\frac{10}{13} & 0 & 1 & 0 & 0 & 0 & \\frac{11}{13} & \\frac{430}{13} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{x}_{2} & 0 & 1 & -\\frac{6}{13} & \\frac{3}{13} & \\frac{2}{13} & 0 & 0 & 0 & 0 & 0 & \\frac{3}{13} & \\frac{96}{13} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & \\frac{398}{13} & \\frac{503}{13} & -\\frac{150}{13} & 0 & 0 & 0 & 0 & 0 & \\frac{61}{13} & \\frac{7200}{13}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[-------+---------------------------------------------------------------------------------------+-------]\n", "[ x1| 1 0 10/13 -5/13 1/13 0 0 0 0 0 -5/13| 48/13]\n", "[ s2| 0 0 -12/13 6/13 -22/13 1 0 0 0 0 6/13| 244/13]\n", "[ s3| 0 0 -22/13 11/13 -10/13 0 1 0 0 0 11/13| 430/13]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0| 150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ x2| 0 1 -6/13 3/13 2/13 0 0 0 0 0 3/13| 96/13]\n", "[-------+---------------------------------------------------------------------------------------+-------]\n", "[ Z| 0 0 398/13 503/13 -150/13 0 0 0 0 0 61/13|7200/13]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 4 , 4 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & \\frac{25}{26} & 0 & \\frac{1}{13} & 0 & 0 & \\frac{5}{52} & 0 & 0 & -\\frac{5}{13} & \\frac{128}{13} \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & -\\frac{15}{13} & 0 & -\\frac{22}{13} & 1 & 0 & -\\frac{3}{26} & 0 & 0 & \\frac{6}{13} & \\frac{148}{13} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & -\\frac{55}{26} & 0 & -\\frac{10}{13} & 0 & 1 & -\\frac{11}{52} & 0 & 0 & \\frac{11}{13} & \\frac{254}{13} \\\\\n", "{x}_{4} & 0 & 0 & \\frac{1}{2} & 1 & 0 & 0 & 0 & \\frac{1}{4} & 0 & 0 & 0 & 16 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & \\frac{1}{2} & 0 & 0 & 0 & 0 & -\\frac{9}{4} & 1 & 0 & 0 & 6 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & \\frac{7}{2} & 0 & 0 & 0 & 0 & -\\frac{3}{4} & 0 & 1 & 0 & 42 \\\\\n", "{x}_{2} & 0 & 1 & -\\frac{15}{26} & 0 & \\frac{2}{13} & 0 & 0 & -\\frac{3}{52} & 0 & 0 & \\frac{3}{13} & \\frac{48}{13} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & \\frac{293}{26} & 0 & -\\frac{150}{13} & 0 & 0 & -\\frac{503}{52} & 0 & 0 & \\frac{61}{13} & \\frac{15248}{13}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ x1| 1 0 25/26 0 1/13 0 0 5/52 0 0 -5/13| 128/13]\n", "[ s2| 0 0 -15/13 0 -22/13 1 0 -3/26 0 0 6/13| 148/13]\n", "[ s3| 0 0 -55/26 0 -10/13 0 1 -11/52 0 0 11/13| 254/13]\n", "[ x4| 0 0 1/2 1 0 0 0 1/4 0 0 0| 16]\n", "[ s5| 0 0 1/2 0 0 0 0 -9/4 1 0 0| 6]\n", "[ s6| 0 0 7/2 0 0 0 0 -3/4 0 1 0| 42]\n", "[ x2| 0 1 -15/26 0 2/13 0 0 -3/52 0 0 3/13| 48/13]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ Z| 0 0 293/26 0 -150/13 0 0 -503/52 0 0 61/13|15248/13]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 1 , 3 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & \\frac{26}{25} & 0 & 1 & 0 & \\frac{2}{25} & 0 & 0 & \\frac{1}{10} & 0 & 0 & -\\frac{2}{5} & \\frac{256}{25} \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & -\\frac{13}{25} & 0 & 0 & 1 & -\\frac{1}{25} & 0 & 0 & \\frac{1}{5} & 0 & 0 & \\frac{1}{5} & \\frac{272}{25} \\\\\n", "{\\color{green}{s}}_{5} & -\\frac{13}{25} & 0 & 0 & 0 & -\\frac{1}{25} & 0 & 0 & -\\frac{23}{10} & 1 & 0 & \\frac{1}{5} & \\frac{22}{25} \\\\\n", "{\\color{green}{s}}_{6} & -\\frac{91}{25} & 0 & 0 & 0 & -\\frac{7}{25} & 0 & 0 & -\\frac{11}{10} & 0 & 1 & \\frac{7}{5} & \\frac{154}{25} \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & -\\frac{293}{25} & 0 & 0 & 0 & -\\frac{311}{25} & 0 & 0 & -\\frac{54}{5} & 0 & 0 & \\frac{46}{5} & \\frac{32208}{25}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ x3| 26/25 0 1 0 2/25 0 0 1/10 0 0 -2/5| 256/25]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| -13/25 0 0 1 -1/25 0 0 1/5 0 0 1/5| 272/25]\n", "[ s5| -13/25 0 0 0 -1/25 0 0 -23/10 1 0 1/5| 22/25]\n", "[ s6| -91/25 0 0 0 -7/25 0 0 -11/10 0 1 7/5| 154/25]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ Z| -293/25 0 0 0 -311/25 0 0 -54/5 0 0 46/5|32208/25]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 5 , 11 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & -\\frac{9}{2} & 2 & 0 & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & \\frac{5}{2} & -1 & 0 & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & -\\frac{13}{5} & 0 & 0 & 0 & -\\frac{1}{5} & 0 & 0 & -\\frac{23}{2} & 5 & 0 & 1 & \\frac{22}{5} \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 15 & -7 & 1 & 0 & 0 \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & \\frac{61}{5} & 0 & 0 & 0 & -\\frac{53}{5} & 0 & 0 & 95 & -46 & 0 & 0 & \\frac{6644}{5}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 -9/2 2 0 0| 12]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| 0 0 0 1 0 0 0 5/2 -1 0 0| 10]\n", "[ s7| -13/5 0 0 0 -1/5 0 0 -23/2 5 0 1| 22/5]\n", "[ s6| 0 0 0 0 0 0 0 15 -7 1 0| 0]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 61/5 0 0 0 -53/5 0 0 95 -46 0 0|6644/5]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 6 , 8 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{1}{10} & \\frac{3}{10} & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{1}{6} & -\\frac{1}{6} & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & -\\frac{13}{5} & 0 & 0 & 0 & -\\frac{1}{5} & 0 & 0 & 0 & -\\frac{11}{30} & \\frac{23}{30} & 1 & \\frac{22}{5} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & -\\frac{7}{15} & \\frac{1}{15} & 0 & 0 \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & \\frac{61}{5} & 0 & 0 & 0 & -\\frac{53}{5} & 0 & 0 & 0 & -\\frac{5}{3} & -\\frac{19}{3} & 0 & \\frac{6644}{5}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 0 -1/10 3/10 0| 12]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| 0 0 0 1 0 0 0 0 1/6 -1/6 0| 10]\n", "[ s7| -13/5 0 0 0 -1/5 0 0 0 -11/30 23/30 1| 22/5]\n", "[ s4| 0 0 0 0 0 0 0 1 -7/15 1/15 0| 0]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 61/5 0 0 0 -53/5 0 0 0 -5/3 -19/3 0|6644/5]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 7 , 1 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{1}{10} & \\frac{3}{10} & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & 0 & -2 & 0 & 0 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 4 \\\\\n", "{\\color{green}{s}}_{3} & 0 & -\\frac{11}{3} & 0 & 0 & -\\frac{4}{3} & 0 & 1 & 0 & 0 & 0 & 0 & 6 \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{1}{6} & -\\frac{1}{6} & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & 0 & \\frac{13}{3} & 0 & 0 & \\frac{2}{3} & 0 & 0 & 0 & -\\frac{11}{30} & \\frac{23}{30} & 1 & 46 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & -\\frac{7}{15} & \\frac{1}{15} & 0 & 0 \\\\\n", "{x}_{1} & 1 & \\frac{5}{3} & 0 & 0 & \\frac{1}{3} & 0 & 0 & 0 & 0 & 0 & 0 & 16 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & -\\frac{61}{3} & 0 & 0 & -\\frac{44}{3} & 0 & 0 & 0 & -\\frac{5}{3} & -\\frac{19}{3} & 0 & 1524\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 0 -1/10 3/10 0| 12]\n", "[ s2| 0 -2 0 0 -2 1 0 0 0 0 0| 4]\n", "[ s3| 0 -11/3 0 0 -4/3 0 1 0 0 0 0| 6]\n", "[ x4| 0 0 0 1 0 0 0 0 1/6 -1/6 0| 10]\n", "[ s7| 0 13/3 0 0 2/3 0 0 0 -11/30 23/30 1| 46]\n", "[ s4| 0 0 0 0 0 0 0 1 -7/15 1/15 0| 0]\n", "[ x1| 1 5/3 0 0 1/3 0 0 0 0 0 0| 16]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 0 -61/3 0 0 -44/3 0 0 0 -5/3 -19/3 0| 1524]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "El problema es óptimo\n" ] } ], "source": [ "tipo='max' # max o min\n", "\n", "n=4 # número de variables x's\n", "m=6 # número de restricciones (distintas de las de signo)\n", "\n", "A=matrix(QQ,m,n,[ # coeficientes de las variables x's\n", "[3,5,0,0],\n", "[6,8,0,0],\n", "[4,3,0,0],\n", "[0,0,2,4],\n", "[0,0,5,9],\n", "[0,0,5,3]\n", "])\n", "\n", "venta=matrix(QQ,1,n,[400,450,400,450]) # precio de venta\n", "cMP=matrix(QQ,1,m,[18,23,41,20,24,40] ) # coste de las materias primas\n", "cf=cMP*A # coste de cada unidad de producto fabricada\n", "c=venta-cf # vector de costos (beneficio en este caso)\n", "\n", "nueva_fila = matrix(QQ, 1, 4, [-2, 1, -2, 1]) \n", "A=A.stack(nueva_fila)\n", "\n", "\n", "b=matrix(QQ,m,1,[48,100,70,64,150,90]) # vector de la derecha\n", "nuevob=matrix(QQ,1,1,[0]) \n", "b=b.stack(nuevob)\n", "\n", "h=matrix(ZZ,1,m,[1,1,1,1,1,1]) # variables de holgura: \n", " # Pon 1 si va sumando, \n", " # -1 si va restando y \n", " # 0 si no hay variable de holgura.\n", "nuevah=matrix(ZZ,1,1,[1])\n", "h=h.augment(nuevah)\n", "\n", " \n", "m=m+1\n", "\n", "#######################################################\n", "\n", "load('https://sage.unex.es/501708/simplex2023Auto.sage')\n", "#load('https://sage.unex.es/501708/simplex2023AutoREVISED.sage')\n", "#load('https://sage.unex.es/501708/simplex2023CompletamenteManual.sage')\n", "\n" ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [], "source": [ "#bp=matrix(QQ,m,1,[1,0,0,0,0,0,0]); param1b(bp)" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|rr}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} & {b_1} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{1}{10} & \\frac{3}{10} & 0 & 12 & -\\frac{1}{10} \\\\\n", "{\\color{green}{s}}_{2} & 0 & -2 & 0 & 0 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 4 & 0 \\\\\n", "{\\color{green}{s}}_{3} & 0 & -\\frac{11}{3} & 0 & 0 & -\\frac{4}{3} & 0 & 1 & 0 & 0 & 0 & 0 & 6 & 0 \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{1}{6} & -\\frac{1}{6} & 0 & 10 & \\frac{1}{6} \\\\\n", "{\\color{green}{s}}_{7} & 0 & \\frac{13}{3} & 0 & 0 & \\frac{2}{3} & 0 & 0 & 0 & -\\frac{11}{30} & \\frac{23}{30} & 1 & 46 & -\\frac{11}{30} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & -\\frac{7}{15} & \\frac{1}{15} & 0 & 0 & -\\frac{7}{15} \\\\\n", "{x}_{1} & 1 & \\frac{5}{3} & 0 & 0 & \\frac{1}{3} & 0 & 0 & 0 & 0 & 0 & 0 & 16 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & -\\frac{61}{3} & 0 & 0 & -\\frac{44}{3} & 0 & 0 & 0 & -\\frac{5}{3} & -\\frac{19}{3} & 0 & 1524 & \\frac{5}{3}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs rhs1]\n", "[------+----------------------------------------------------------------------------+-------------]\n", "[ x3| 0 0 1 0 0 0 0 0 -1/10 3/10 0| 12 -1/10]\n", "[ s2| 0 -2 0 0 -2 1 0 0 0 0 0| 4 0]\n", "[ s3| 0 -11/3 0 0 -4/3 0 1 0 0 0 0| 6 0]\n", "[ x4| 0 0 0 1 0 0 0 0 1/6 -1/6 0| 10 1/6]\n", "[ s7| 0 13/3 0 0 2/3 0 0 0 -11/30 23/30 1| 46 -11/30]\n", "[ s4| 0 0 0 0 0 0 0 1 -7/15 1/15 0| 0 -7/15]\n", "[ x1| 1 5/3 0 0 1/3 0 0 0 0 0 0| 16 0]\n", "[------+----------------------------------------------------------------------------+-------------]\n", "[ Z| 0 -61/3 0 0 -44/3 0 0 0 -5/3 -19/3 0| 1524 5/3]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "bp=matrix(QQ,m,1,[0,0,0,0,1,0,0]); param1b(bp)" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|rr}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} & {b_1} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & -\\frac{3}{14} & 0 & \\frac{2}{7} & 0 & 12 & 0 \\\\\n", "{\\color{green}{s}}_{2} & 0 & -2 & 0 & 0 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 4 & 0 \\\\\n", "{\\color{green}{s}}_{3} & 0 & -\\frac{11}{3} & 0 & 0 & -\\frac{4}{3} & 0 & 1 & 0 & 0 & 0 & 0 & 6 & 0 \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & \\frac{5}{14} & 0 & -\\frac{1}{7} & 0 & 10 & 0 \\\\\n", "{\\color{green}{s}}_{7} & 0 & \\frac{13}{3} & 0 & 0 & \\frac{2}{3} & 0 & 0 & -\\frac{11}{14} & 0 & \\frac{5}{7} & 1 & 46 & 0 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & -\\frac{15}{7} & 1 & -\\frac{1}{7} & 0 & 0 & 1 \\\\\n", "{x}_{1} & 1 & \\frac{5}{3} & 0 & 0 & \\frac{1}{3} & 0 & 0 & 0 & 0 & 0 & 0 & 16 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & -\\frac{61}{3} & 0 & 0 & -\\frac{44}{3} & 0 & 0 & -\\frac{25}{7} & 0 & -\\frac{46}{7} & 0 & 1524 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs rhs1]\n", "[------+----------------------------------------------------------------------------+-------------]\n", "[ x3| 0 0 1 0 0 0 0 -3/14 0 2/7 0| 12 0]\n", "[ s2| 0 -2 0 0 -2 1 0 0 0 0 0| 4 0]\n", "[ s3| 0 -11/3 0 0 -4/3 0 1 0 0 0 0| 6 0]\n", "[ x4| 0 0 0 1 0 0 0 5/14 0 -1/7 0| 10 0]\n", "[ s7| 0 13/3 0 0 2/3 0 0 -11/14 0 5/7 1| 46 0]\n", "[ s5| 0 0 0 0 0 0 0 -15/7 1 -1/7 0| 0 1]\n", "[ x1| 1 5/3 0 0 1/3 0 0 0 0 0 0| 16 0]\n", "[------+----------------------------------------------------------------------------+-------------]\n", "[ Z| 0 -61/3 0 0 -44/3 0 0 -25/7 0 -46/7 0| 1524 0]" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "cambio(6,9)" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "#cambio(6,8)" ] }, { "cell_type": "code", "execution_count": 45, "metadata": {}, "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", " \\max \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 44 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 53 x_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 40 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 34 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 3 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 x_{2} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 48 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 6 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 8 x_{2} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 100 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 4 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 x_{2} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 70 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 2 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 64 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 5 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 9 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 150 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 5 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 90 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 x_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} x_{2} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 x_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} x_{4} \\mspace{-6mu}&\\mspace{-6mu} \\leq \\mspace{-6mu}&\\mspace{-6mu} 0 \\\\\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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}1524$$" ], "text/plain": [ "1524" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(16,\\,0,\\,12,\\,10\\right)$$" ], "text/plain": [ "(16, 0, 12, 10)" ] }, "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}{lcrcrcrcrcrcrcrcl}\n", " \\min \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 48 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 100 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 70 y_{3} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 64 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 150 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 90 y_{6} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 3 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 6 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 4 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 44 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 5 y_{1} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 8 y_{2} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 y_{3} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 53 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 2 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 5 y_{6} \\mspace{-6mu}&\\mspace{-6mu} - \\mspace{-6mu}&\\mspace{-6mu} 2 y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 40 \\\\\n", " \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} \\mspace{-6mu}&\\mspace{-6mu} 4 y_{4} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 9 y_{5} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} 3 y_{6} \\mspace{-6mu}&\\mspace{-6mu} + \\mspace{-6mu}&\\mspace{-6mu} y_{7} \\mspace{-6mu}&\\mspace{-6mu} \\geq \\mspace{-6mu}&\\mspace{-6mu} 34 \\\\\n", "\\end{array} \\\\\n", "y_{1}, y_{2}, y_{3}, y_{4}, y_{5}, y_{6}, y_{7} \\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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}1524$$" ], "text/plain": [ "1524" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\frac{44}{3},\\,0,\\,0,\\,0,\\,\\frac{5}{3},\\,\\frac{19}{3},\\,0\\right)$$" ], "text/plain": [ "(44/3, 0, 0, 0, 5/3, 19/3, 0)" ] }, "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": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {\\color{green}{s}}_{1} & 3 & 5 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 48 \\\\\n", "{\\color{green}{s}}_{2} & 6 & 8 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 100 \\\\\n", "{\\color{green}{s}}_{3} & 4 & 3 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 70 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{\\color{green}{s}}_{7} & -2 & 1 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 44 & 53 & 40 & 34 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7|rhs]\n", "[---+-------------------------------------------+---]\n", "[ s1| 3 5 0 0 1 0 0 0 0 0 0| 48]\n", "[ s2| 6 8 0 0 0 1 0 0 0 0 0|100]\n", "[ s3| 4 3 0 0 0 0 1 0 0 0 0| 70]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0|150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ s7| -2 1 -2 1 0 0 0 0 0 0 1| 0]\n", "[---+-------------------------------------------+---]\n", "[ Z| 44 53 40 34 0 0 0 0 0 0 0| 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 7 , 2 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {\\color{green}{s}}_{1} & 13 & 0 & 10 & -5 & 1 & 0 & 0 & 0 & 0 & 0 & -5 & 48 \\\\\n", "{\\color{green}{s}}_{2} & 22 & 0 & 16 & -8 & 0 & 1 & 0 & 0 & 0 & 0 & -8 & 100 \\\\\n", "{\\color{green}{s}}_{3} & 10 & 0 & 6 & -3 & 0 & 0 & 1 & 0 & 0 & 0 & -3 & 70 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{x}_{2} & -2 & 1 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 \\\\\n", "\\hline\n", " {Z_{ind}} & 150 & 0 & 146 & -19 & 0 & 0 & 0 & 0 & 0 & 0 & -53 & 0\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7|rhs]\n", "[---+-------------------------------------------+---]\n", "[ s1| 13 0 10 -5 1 0 0 0 0 0 -5| 48]\n", "[ s2| 22 0 16 -8 0 1 0 0 0 0 -8|100]\n", "[ s3| 10 0 6 -3 0 0 1 0 0 0 -3| 70]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0|150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ x2| -2 1 -2 1 0 0 0 0 0 0 1| 0]\n", "[---+-------------------------------------------+---]\n", "[ Z|150 0 146 -19 0 0 0 0 0 0 -53| 0]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 1 , 1 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & \\frac{10}{13} & -\\frac{5}{13} & \\frac{1}{13} & 0 & 0 & 0 & 0 & 0 & -\\frac{5}{13} & \\frac{48}{13} \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & -\\frac{12}{13} & \\frac{6}{13} & -\\frac{22}{13} & 1 & 0 & 0 & 0 & 0 & \\frac{6}{13} & \\frac{244}{13} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & -\\frac{22}{13} & \\frac{11}{13} & -\\frac{10}{13} & 0 & 1 & 0 & 0 & 0 & \\frac{11}{13} & \\frac{430}{13} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 2 & 4 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 64 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & 5 & 9 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 150 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 5 & 3 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 90 \\\\\n", "{x}_{2} & 0 & 1 & -\\frac{6}{13} & \\frac{3}{13} & \\frac{2}{13} & 0 & 0 & 0 & 0 & 0 & \\frac{3}{13} & \\frac{96}{13} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & \\frac{398}{13} & \\frac{503}{13} & -\\frac{150}{13} & 0 & 0 & 0 & 0 & 0 & \\frac{61}{13} & \\frac{7200}{13}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[-------+---------------------------------------------------------------------------------------+-------]\n", "[ x1| 1 0 10/13 -5/13 1/13 0 0 0 0 0 -5/13| 48/13]\n", "[ s2| 0 0 -12/13 6/13 -22/13 1 0 0 0 0 6/13| 244/13]\n", "[ s3| 0 0 -22/13 11/13 -10/13 0 1 0 0 0 11/13| 430/13]\n", "[ s4| 0 0 2 4 0 0 0 1 0 0 0| 64]\n", "[ s5| 0 0 5 9 0 0 0 0 1 0 0| 150]\n", "[ s6| 0 0 5 3 0 0 0 0 0 1 0| 90]\n", "[ x2| 0 1 -6/13 3/13 2/13 0 0 0 0 0 3/13| 96/13]\n", "[-------+---------------------------------------------------------------------------------------+-------]\n", "[ Z| 0 0 398/13 503/13 -150/13 0 0 0 0 0 61/13|7200/13]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 4 , 4 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{1} & 1 & 0 & \\frac{25}{26} & 0 & \\frac{1}{13} & 0 & 0 & \\frac{5}{52} & 0 & 0 & -\\frac{5}{13} & \\frac{128}{13} \\\\\n", "{\\color{green}{s}}_{2} & 0 & 0 & -\\frac{15}{13} & 0 & -\\frac{22}{13} & 1 & 0 & -\\frac{3}{26} & 0 & 0 & \\frac{6}{13} & \\frac{148}{13} \\\\\n", "{\\color{green}{s}}_{3} & 0 & 0 & -\\frac{55}{26} & 0 & -\\frac{10}{13} & 0 & 1 & -\\frac{11}{52} & 0 & 0 & \\frac{11}{13} & \\frac{254}{13} \\\\\n", "{x}_{4} & 0 & 0 & \\frac{1}{2} & 1 & 0 & 0 & 0 & \\frac{1}{4} & 0 & 0 & 0 & 16 \\\\\n", "{\\color{green}{s}}_{5} & 0 & 0 & \\frac{1}{2} & 0 & 0 & 0 & 0 & -\\frac{9}{4} & 1 & 0 & 0 & 6 \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & \\frac{7}{2} & 0 & 0 & 0 & 0 & -\\frac{3}{4} & 0 & 1 & 0 & 42 \\\\\n", "{x}_{2} & 0 & 1 & -\\frac{15}{26} & 0 & \\frac{2}{13} & 0 & 0 & -\\frac{3}{52} & 0 & 0 & \\frac{3}{13} & \\frac{48}{13} \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & 0 & \\frac{293}{26} & 0 & -\\frac{150}{13} & 0 & 0 & -\\frac{503}{52} & 0 & 0 & \\frac{61}{13} & \\frac{15248}{13}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ x1| 1 0 25/26 0 1/13 0 0 5/52 0 0 -5/13| 128/13]\n", "[ s2| 0 0 -15/13 0 -22/13 1 0 -3/26 0 0 6/13| 148/13]\n", "[ s3| 0 0 -55/26 0 -10/13 0 1 -11/52 0 0 11/13| 254/13]\n", "[ x4| 0 0 1/2 1 0 0 0 1/4 0 0 0| 16]\n", "[ s5| 0 0 1/2 0 0 0 0 -9/4 1 0 0| 6]\n", "[ s6| 0 0 7/2 0 0 0 0 -3/4 0 1 0| 42]\n", "[ x2| 0 1 -15/26 0 2/13 0 0 -3/52 0 0 3/13| 48/13]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ Z| 0 0 293/26 0 -150/13 0 0 -503/52 0 0 61/13|15248/13]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 1 , 3 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & \\frac{26}{25} & 0 & 1 & 0 & \\frac{2}{25} & 0 & 0 & \\frac{1}{10} & 0 & 0 & -\\frac{2}{5} & \\frac{256}{25} \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & -\\frac{13}{25} & 0 & 0 & 1 & -\\frac{1}{25} & 0 & 0 & \\frac{1}{5} & 0 & 0 & \\frac{1}{5} & \\frac{272}{25} \\\\\n", "{\\color{green}{s}}_{5} & -\\frac{13}{25} & 0 & 0 & 0 & -\\frac{1}{25} & 0 & 0 & -\\frac{23}{10} & 1 & 0 & \\frac{1}{5} & \\frac{22}{25} \\\\\n", "{\\color{green}{s}}_{6} & -\\frac{91}{25} & 0 & 0 & 0 & -\\frac{7}{25} & 0 & 0 & -\\frac{11}{10} & 0 & 1 & \\frac{7}{5} & \\frac{154}{25} \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & -\\frac{293}{25} & 0 & 0 & 0 & -\\frac{311}{25} & 0 & 0 & -\\frac{54}{5} & 0 & 0 & \\frac{46}{5} & \\frac{32208}{25}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ x3| 26/25 0 1 0 2/25 0 0 1/10 0 0 -2/5| 256/25]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| -13/25 0 0 1 -1/25 0 0 1/5 0 0 1/5| 272/25]\n", "[ s5| -13/25 0 0 0 -1/25 0 0 -23/10 1 0 1/5| 22/25]\n", "[ s6| -91/25 0 0 0 -7/25 0 0 -11/10 0 1 7/5| 154/25]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[--------+--------------------------------------------------------------------------------------------------+--------]\n", "[ Z| -293/25 0 0 0 -311/25 0 0 -54/5 0 0 46/5|32208/25]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 5 , 11 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & -\\frac{9}{2} & 2 & 0 & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & \\frac{5}{2} & -1 & 0 & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & -\\frac{13}{5} & 0 & 0 & 0 & -\\frac{1}{5} & 0 & 0 & -\\frac{23}{2} & 5 & 0 & 1 & \\frac{22}{5} \\\\\n", "{\\color{green}{s}}_{6} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 15 & -7 & 1 & 0 & 0 \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & \\frac{61}{5} & 0 & 0 & 0 & -\\frac{53}{5} & 0 & 0 & 95 & -46 & 0 & 0 & \\frac{6644}{5}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 -9/2 2 0 0| 12]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| 0 0 0 1 0 0 0 5/2 -1 0 0| 10]\n", "[ s7| -13/5 0 0 0 -1/5 0 0 -23/2 5 0 1| 22/5]\n", "[ s6| 0 0 0 0 0 0 0 15 -7 1 0| 0]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 61/5 0 0 0 -53/5 0 0 95 -46 0 0|6644/5]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 6 , 8 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{1}{10} & \\frac{3}{10} & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & \\frac{6}{5} & 0 & 0 & 0 & -\\frac{8}{5} & 1 & 0 & 0 & 0 & 0 & 0 & \\frac{116}{5} \\\\\n", "{\\color{green}{s}}_{3} & \\frac{11}{5} & 0 & 0 & 0 & -\\frac{3}{5} & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{206}{5} \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{1}{6} & -\\frac{1}{6} & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & -\\frac{13}{5} & 0 & 0 & 0 & -\\frac{1}{5} & 0 & 0 & 0 & -\\frac{11}{30} & \\frac{23}{30} & 1 & \\frac{22}{5} \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & -\\frac{7}{15} & \\frac{1}{15} & 0 & 0 \\\\\n", "{x}_{2} & \\frac{3}{5} & 1 & 0 & 0 & \\frac{1}{5} & 0 & 0 & 0 & 0 & 0 & 0 & \\frac{48}{5} \\\\\n", "\\hline\n", " {Z_{ind}} & \\frac{61}{5} & 0 & 0 & 0 & -\\frac{53}{5} & 0 & 0 & 0 & -\\frac{5}{3} & -\\frac{19}{3} & 0 & \\frac{6644}{5}\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 0 -1/10 3/10 0| 12]\n", "[ s2| 6/5 0 0 0 -8/5 1 0 0 0 0 0| 116/5]\n", "[ s3| 11/5 0 0 0 -3/5 0 1 0 0 0 0| 206/5]\n", "[ x4| 0 0 0 1 0 0 0 0 1/6 -1/6 0| 10]\n", "[ s7| -13/5 0 0 0 -1/5 0 0 0 -11/30 23/30 1| 22/5]\n", "[ s4| 0 0 0 0 0 0 0 1 -7/15 1/15 0| 0]\n", "[ x2| 3/5 1 0 0 1/5 0 0 0 0 0 0| 48/5]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 61/5 0 0 0 -53/5 0 0 0 -5/3 -19/3 0|6644/5]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "cambio( 7 , 1 )\n" ] }, { "data": { "text/html": [ "" ], "text/latex": [ "$$\\newcommand{\\Bold}[1]{\\mathbf{#1}}\\left(\\begin{array}{r|rrrrrrrrrrr|r}\n", "{Basic} & {x}_{1} & {x}_{2} & {x}_{3} & {x}_{4} & {\\color{green}{s}}_{1} & {\\color{green}{s}}_{2} & {\\color{green}{s}}_{3} & {\\color{green}{s}}_{4} & {\\color{green}{s}}_{5} & {\\color{green}{s}}_{6} & {\\color{green}{s}}_{7} & {b} \\\\\n", "\\hline\n", " {x}_{3} & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & -\\frac{1}{10} & \\frac{3}{10} & 0 & 12 \\\\\n", "{\\color{green}{s}}_{2} & 0 & -2 & 0 & 0 & -2 & 1 & 0 & 0 & 0 & 0 & 0 & 4 \\\\\n", "{\\color{green}{s}}_{3} & 0 & -\\frac{11}{3} & 0 & 0 & -\\frac{4}{3} & 0 & 1 & 0 & 0 & 0 & 0 & 6 \\\\\n", "{x}_{4} & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & \\frac{1}{6} & -\\frac{1}{6} & 0 & 10 \\\\\n", "{\\color{green}{s}}_{7} & 0 & \\frac{13}{3} & 0 & 0 & \\frac{2}{3} & 0 & 0 & 0 & -\\frac{11}{30} & \\frac{23}{30} & 1 & 46 \\\\\n", "{\\color{green}{s}}_{4} & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & -\\frac{7}{15} & \\frac{1}{15} & 0 & 0 \\\\\n", "{x}_{1} & 1 & \\frac{5}{3} & 0 & 0 & \\frac{1}{3} & 0 & 0 & 0 & 0 & 0 & 0 & 16 \\\\\n", "\\hline\n", " {Z_{ind}} & 0 & -\\frac{61}{3} & 0 & 0 & -\\frac{44}{3} & 0 & 0 & 0 & -\\frac{5}{3} & -\\frac{19}{3} & 0 & 1524\n", "\\end{array}\\right)$$" ], "text/plain": [ "[ B| x1 x2 x3 x4 s1 s2 s3 s4 s5 s6 s7| rhs]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ x3| 0 0 1 0 0 0 0 0 -1/10 3/10 0| 12]\n", "[ s2| 0 -2 0 0 -2 1 0 0 0 0 0| 4]\n", "[ s3| 0 -11/3 0 0 -4/3 0 1 0 0 0 0| 6]\n", "[ x4| 0 0 0 1 0 0 0 0 1/6 -1/6 0| 10]\n", "[ s7| 0 13/3 0 0 2/3 0 0 0 -11/30 23/30 1| 46]\n", "[ s4| 0 0 0 0 0 0 0 1 -7/15 1/15 0| 0]\n", "[ x1| 1 5/3 0 0 1/3 0 0 0 0 0 0| 16]\n", "[------+----------------------------------------------------------------------------+------]\n", "[ Z| 0 -61/3 0 0 -44/3 0 0 0 -5/3 -19/3 0| 1524]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "El problema es óptimo\n" ] } ], "source": [ "tipo='max' # max o min\n", "\n", "n=4 # número de variables x's\n", "m=6 # número de restricciones (distintas de las de signo)\n", "\n", "A=matrix(QQ,m,n,[ # coeficientes de las variables x's\n", "[3,5,0,0],\n", "[6,8,0,0],\n", "[4,3,0,0],\n", "[0,0,2,4],\n", "[0,0,5,9],\n", "[0,0,5,3]\n", "])\n", "\n", "venta=matrix(QQ,1,n,[400,450,400,450]) # precio de venta\n", "cMP=matrix(QQ,1,m,[18,23,41,20,24,40] ) # coste de las materias primas\n", "cf=cMP*A # coste de cada unidad de producto fabricada\n", "c=venta-cf # vector de costos (beneficio en este caso)\n", "\n", "nueva_fila = matrix(QQ, 1, 4, [-2, 1, -2, 1]) \n", "A=A.stack(nueva_fila)\n", "\n", "\n", "b=matrix(QQ,m,1,[48,100,70,64,150,90]) # vector de la derecha\n", "nuevob=matrix(QQ,1,1,[0]) \n", "b=b.stack(nuevob)\n", "\n", "h=matrix(ZZ,1,m,[1,1,1,1,1,1]) # variables de holgura: \n", " # Pon 1 si va sumando, \n", " # -1 si va restando y \n", " # 0 si no hay variable de holgura.\n", "nuevah=matrix(ZZ,1,1,[1])\n", "h=h.augment(nuevah)\n", "\n", " \n", "m=m+1\n", "\n", "#######################################################\n", "\n", "load('https://sage.unex.es/501708/simplex2023Auto.sage')\n", "#load('https://sage.unex.es/501708/simplex2023AutoREVISED.sage')\n", "#load('https://sage.unex.es/501708/simplex2023CompletamenteManual.sage')\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], 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