From 3aaf328a2c772bfc31a3e80dc853db3933fd2b7e Mon Sep 17 00:00:00 2001 From: coolneng Date: Tue, 20 Apr 2021 22:19:44 +0200 Subject: [PATCH] Add results analysis to summary --- docs/Summary.org | 28 ++++++++++++++++++++++++++++ docs/Summary.pdf | Bin 504040 -> 756969 bytes docs/assets/greedy.png | Bin 0 -> 134304 bytes docs/assets/local.png | Bin 0 -> 137508 bytes 4 files changed, 28 insertions(+) create mode 100644 docs/assets/greedy.png create mode 100644 docs/assets/local.png diff --git a/docs/Summary.org b/docs/Summary.org index f100cb9..c856432 100644 --- a/docs/Summary.org +++ b/docs/Summary.org @@ -125,3 +125,31 @@ python src/execution.py *Nota*: se precisa instalar la biblioteca [[https://xlsxwriter.readthedocs.io/][XlsxWriter]] para la exportación de los resultados a un archivo Excel. ** Análisis de los resultados + +Los resultados obtenidos se encuentran en el archivo /algorithm-results.xlsx/, procedemos a analizar cada algoritmo por separado. + +*** Algoritmo greedy + +#+CAPTION: Algoritmo greedy +[[./assets/greedy.png]] + +El algoritmo greedy es determinista, por lo tanto la desviación típica es prácticamente nula (varía en el tiempo de ejecución únicamente). El tiempo de ejecución varía considerablemente según el dataset: + +- Dataset con n=500: 8-10 segundos +- Dataset con n=2000: 6-7 minutos + +Por lo tanto, el algoritmo o la implementación de éste no escalan al aumentar el número de casos. + +Las distancias obtenidas son considerablemente peores que las del algoritmo de búsqueda local, aunque hay que tener en cuenta que en la implementación del algoritmo de búsqueda local la distancia del primer elemento no es 0, lo cual tiene afecta el resultado final. + +*** Algoritmo de búsqueda local + +#+CAPTION: Algoritmo de búsqueda local +[[./assets/local.png]] + +El algoritmo de búsqueda local es estocástico, debido a que para la obtención de cada una de las soluciones se utiliza un generador de números pseudoaleatorio. El tiempo de ejecución es prácticamente constante con cada dataset: + +- Dataset con n=500: 1-3 segundos +- Dataset con n=2000: 8-12 segundos + +Por lo tanto éste escala bien al aumentar el número de casos. Aún así, al realizar ciertas pruebas aumentando el número de iteraciones máximas, el rendimiento del algoritmo emperoaba considerablemente. Por este motivo, las ejecuciones de este algoritmo se han hecho con 100 iteraciones máximas. diff --git a/docs/Summary.pdf b/docs/Summary.pdf index 0d4e9ab671a2c33295c43704355ce82280d95682..f32e84a216a278db761e1ee850f180f94dbc44e4 100644 GIT binary patch delta 393609 zcmbTdWl&w)wk^C85(pmLAq01Kch`lxySvXo2n2Vx0KwfIf(LhZcM0x1*!!Gw?^oyC z`(AzP4;0i~v#O0T`e?27)_2$N_mXJ8_`mUgTMf}Ugu(WS{*$eN1q?Sg44t&Gjj5B_ zCl+SKeTRWs-y-YPJdKZb2!Os@Ji8r5X2SB98A zRcdqKdzD>^s|gZPyV~#UyiKG?2}*d*vLzfpXjx2Tn}so8l@~f4;usR^)bO1|7(+Sr z*Ey80lVLn>v&XS-=7y->ETMiI*Ty&{xj`*oszjWoQNV#uaH;a+gZEx0qxnJ4xNE+EPa(2r2woq%Y#)u;>CI9mJ6P$2aQ`-cy}n{j&m= z!w`CEM>c`)tW)7_)c`h7D$U~o$?&|AT)EV9{=PpIrQ5-@|^GbW=X3j%g3hDiOisT zUP@!lD+_l|M=asO`Mml;!N^#}TJuN;w_Ed|BD>5F2W;(FVuPVh-TpfTA0eRDCeF)_VvE=oY%c0u%`&rI1W5w!3@O9EW*Tk{lD9{K7Z zUv%*^{*ch2FQ3sAERLS;hL5Q!qOv|~Dr!UR3RQ07SFNOSF|opzLSTFG-EKQL{E;mD zq7Xgm|2~1>t&l{qv!0T4;(EI=dNVwrEvgl8;%`*-eaud|o-iyobv#n!gbsisMiU0Q zkncan=8; zRlNIYyFUBKlA#lvageVJXAs5raexcp+>jE&4~?_z?c}Xc96^F{R{h|I^v4~>E&W(= zl~|?En_Rs6yP_d8YJzYjSf0EzDC?m;nms{sST8h4nV88RXG(*J$o})&9`P(C)6i!$ z-ih8i-B$cEjMF6QhwmYBo3jhfx|y%@bKk67Pfi8t)QGD|23F0Ty0+_j518Q+GE3L;$qKK4A-KRM$QfA z_Jx7~=^yIDS0BGg(b?^h@2_#w6h8j!qxgy8>Iu!2+sgUPExvS|RQD+G$=T_S#N1t* zE@Z0tX^}NB^xeY5Wg4YsJe^#8l{i zT71x}$TWn|SJiX6<1pYZ#-XM~M~cy(k0Ur=oFb6A2kLTcf{Pfhb!D`9u6t~j-am76 z&Uzt)CAVMpcYt!}ld4sQ2sxQ3){vAJRF3A}LFAAk1Z3B3Rpg|@S7QDK1TV95j9Z#w zutbRYSK)B`;pp(9^a8ad*54=QsF)Rfulnd0fugqagc!IO6DuDeU-1=tQMc&c5MASA z|0Ju)cYX8=((v~aDyU#F)s0qL8m@!thick05({qUY5FFLr_e8;VPlT)oHB(99c|iX z=3=9V9vXEKuqXDr;1Aq9$D(|6Wxl`?<>O>6kgvayj{;&558t6&98buuyGjV}(y06Fx5NEj=4 zQaSkiz-7fsoqv!)5Bd0hVxC}-Z@bFbl#HIxj$8!^MgRD-k_GfUz;A@X2z>l9=~HOB zImDEjDuQdEKINmQk4@BSSZZlSx1aP*KLup_x$g_^JMsv^OlodHHxraRwP<$6e*;R6pg9CGff=SWAf6 zJfZjpR2n4-YI8K?ZK`_KC3i{X-R&~!otAt2TQRg?V9tFS9Yt(gJs9?T?7lzu0X{0i zwmR7lv-4u8koBONpQtjRV)sg#0vfM~g=o(0^{VQhkl5~i08IgzB~u!hw{a}h?!0X& zS}}5WPV)3Qe$uy8%Eyu^G|T6rbrP!z*5X6<9qb4#t2AzkHt4;8Tt6)Wm_1b+H^Kl# z7N0zLqlw)M;4xt`!2%10mG$}*5ZS;|+5pDfiW*jUa>V*Q7ZH4c)M@(fO~q8(x2m!v z{xs!dOJVf^3A77=bK_+?XsX5vh61J&_gJ{HnsxrCmLaAEHMO-Sv6q4u17jp`RPl!d z#*X**mHf$4C;8+AZHD>-f>v5N-s0{?9h&+4NPpl8m1ron`ne<2Xxb6OX9Oy`qT|=+ z38ao{OW!am{u0k$H{6D;Nr=*0D?tmQGCqsGIL&qdmQp&k*D$2t3tR8u(9=<>`l88< z!D-Mq{}kk_)83r(Ku>_IgR}mU#A_DyAfp1m@nRq~}*rXVfj`_~egQ-Yitq;xfI_hl@(BW3gH=v4gMHIT^ZE@^&ogtK%$J zi7MS+u1P2n^{v7vFtnwMcN-_-wJLWegc7?}w2%3CJwyDNp;*u<7lp9vlY)r4*XTw5oNR_$Ds7roXAYr9* z`R4iMS-~By8cQlG$>Vp%a46e~^~qq2aP@hXU?g7-JoX}Xo9^U+6TZy*8AfPjM0U^v zR26ND?!VuL4D>89QE%u!GBB{R!qABuo12|u; zum(X29BRArqxRxluDV=PDmVW41QU!I_d`I$5F-rIGfPh?v?VhLo4O4%3|s0D+tPq= z+DsUwsiJEcc2-IWRp6)NEwS>?!Gpy`Z6+5u^IW zg&GGJ(iCWOTzf>2%0Y4e#1W8$7R|@M1e0t2DUrXUzgupU^AjOEi=D;lqlk3L`VG0f=EKGdaYY=P)eQZ?L%-hY(-q%X2g76~JM zgHPyPeqJQ&tbI$o(qK}RuO1RGy|K@v-pJM;4iogIfk3ClpRWy1i6jeWN*XJ-S{@6I-!9h+oS7HF7q^Mt+)gYY z_ZB_h$o8nnVkzJa%7VvqIN>=j-n8L;BQ2S<)rEfWR6$xc2xz6-93h@PgavuP`TnMo=*#;F3EiI zzPb-ym(DiRA(qhRJ#&?CL_!$9hIMsr!-GGR%u#hZG9JdcIB73L?eWjEX@9WkESx4=|qmF4;+9tP!9usa6#C9|Gj z;FNf@mo@ZEN&xfO@a6T|Y!F*UXK4ZbEgizyQYRW}S@E&H~McQ*Y0|wM+7R zaTNHjw7)G5HAEQ?m*yxI)wl=d8fpuQ6pY3`pb7R(#&kMidwF$>5)qS?LbcL8%lpcF zg^unu4dWX7AdXK|y!G4uOq@}w%Nco|gnsw!b!@2UgDlyaUHM~r+$YOxSvh>v>@wvJ zQBcuD;_t4;XUB^@A^_PWYkoar4s9Jf#V(7E_hCUtjmp!o&O8fq zAO==O*ug3=RWOFDbI~15KlyLytP~nPgUAqq`}#d$Q(&FgNbYPT`<2XW8J)&o&dbq& zkVz_bX)x#G`uyy%evS6G#m@+ixQ*5l${6FJo%cqDJzPMtC5ZoYNB&I{jGqLdsR;Bx9O0CiI5#DrpyhMk#H%X^u5|r0tL?UhLHii*W zkjoH_@Np1$t_ByKKD;Y|$h&&V?ViXHl?$wLxtInxQ`@q?K)EP**3hjs$LJ>Jd*W&e zFRin^O&)C0{jIDOhs+Vv>TPFckbm{C_^S^Ct&nVhce>@nG0Uc2dXSz>Dy)2FE=0U+ zy_8ivP9vY>h;+Vjk@?cpz}Ho!3j6&U8f|My{4qG-X5*x$CA+4pBQ?O$1P~FU;sOTudiKbg< z-H6D?25|&(IX}q4b2RUUbSq6@NYye7W}QEKU&j+3pQ3%-ZUmj;c537amlB zZY;pZzMz@sUP!XY_37*NL(J{j=3s=gT#OWcWKQuxzNh*^)${SBUsqUZmdBH$bOHm_ zm2UGjqb8{g4;PPgCpAu8{?fc^d)0F~^5^kou_wLFVJ@ub#YwT52-_r@4FuA{jJ=C>SlwvP>F z>-_^JtePLq+Qh=uoH%&+jye#n(t(gWvM3ZZo|!t*C7^)+4iHLo(?XBy zhvI%R^1yu=-uq**Y`i>@>)LQ@&4r-#XoHc};SE(;8|zbcwKQ-0z8!+QSupE-org7d z0A5sPQT}=QLygOsDb2yX3ff2i^1_oq?Vi%6Xa%Pg_Ji#*Ft4q8??k%T8D7zQuUY+H zp+lzWJ3t$gD=q)~6a-98LOOL`eoxVw$SisugSd;Xp;wJ1<+Y{d)@R;Q;V~Q`paR+c)Jzl0pdp8fceoVzS zAqkb}A7l2QK>c*9n0H{c-}m5;fG(rn)!IZ$O_2&F~^Wg1+p5K%k;GX}T>$ib^(EddYq2GWK5kR1FY!K+LZ-0IG^@V?b6G;5S3u6S)P}C^5U8GS|ffOeL}SN~nQT(2qXQ z0ffc0CPvZT0Z!QACvOiuz{Sap1|#!VUzz#E!$uzo7pD}M_C$le(lL^$olvvPEtAn3 zVQYg0X_!^{`zVKNtY}j8Cm~KZwnIk!i6JYNmd51#iDBxn+xps~$aSu1vvJqqF(Z

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