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main.R
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main.R
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### Tradicional ###
library(tidyverse)
data <- read.csv("data/results.csv")
#print(data)
data_long <- data %>%
pivot_longer(cols = c(Tradicional, DR1, DR2), names_to = "Algorithm", values_to = "Time")
plot_traditional <- ggplot(data, aes(x = n, y = Tradicional, color = "Tradicional")) +
geom_point(size = 2.5, show.legend = TRUE) +
geom_line() +
scale_x_continuous(trans = "log10",
breaks = c(32, 64, 128, 256, 512, 1024),
labels = scales::comma,
minor_breaks = function(limits) {
outer(1:9, 10^(2.1:3.1), "*")
}) +
scale_y_continuous(trans = "log10",
breaks = 10^(0:7), limits = c(1, 10000000),
labels = scales::trans_format("log10", scales::math_format(10^.x)),
minor_breaks = function(limits) {
outer(1:9, 10^(-0.1:3.1), "*")
}) +
labs(
title = "Comportamiento Asintótico del algoritmo Tradicional",
x = "Tamaño de Input (n)",
y = "Tiempo de Ejecución (ms)",
color = NULL
) +
scale_color_manual(values = c("Tradicional" = "red"), labels = "Tradicional") +
theme_classic() +
theme(
axis.title = element_text(size = 12, family = "serif"),
axis.text = element_text(size = 11, family = "serif"),
plot.title = element_text(hjust = 0.5, size = 14, family = "serif"),
plot.margin = margin(20, 20, 20, 20),
aspect.ratio = 1,
legend.position = c(0.05, 0.95),
legend.justification = c("left", "top"),
legend.key = element_rect(fill = "white"),
legend.text = element_text(size = 12, family = "serif"),
panel.border = element_rect(color = "black", fill = NA)
) +
guides(color = guide_legend(override.aes = list(size = 1))) +
annotation_custom(grid::segmentsGrob(x0 = unit(0, "npc"), x1 = unit(0.02, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(1, "npc"), x1 = unit(0.98, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(0, "npc"), y1 = unit(0.02, "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(1, "npc"), y1 = unit(0.98, "npc")))
print(plot_traditional)
### DR1 ###
library(tidyverse)
data <- read.csv("data/results.csv")
#print(data)
data_long <- data %>%
pivot_longer(cols = c(DR1, DR2), names_to = "Algorithm", values_to = "Time")
plot_DR1 <- ggplot(data, aes(x = n, y = DR1, color = "DR1")) +
geom_point(size = 2.5, show.legend = TRUE) +
geom_line() +
scale_x_continuous(trans = "log10",
breaks = c(32, 64, 128, 256, 512, 1024),
labels = scales::comma,
minor_breaks = function(limits) {
outer(1:9, 10^(2.1:3.1), "*")
}) +
scale_y_continuous(trans = "log10",
breaks = 10^(0:7), limits = c(1, 10000000),
labels = scales::trans_format("log10", scales::math_format(10^.x)),
minor_breaks = function(limits) {
outer(1:9, 10^(-0.1:3.1), "*")
}) +
labs(
title = "Comportamiento Asintótico de DR1",
x = "Tamaño de Input (n)",
y = "Tiempo de Ejecución (ms)",
color = NULL
) +
scale_color_manual(values = c("DR1" = "blue"), labels = "DR1") +
theme_classic() +
theme(
axis.title = element_text(size = 12, family = "serif"),
axis.text = element_text(size = 11, family = "serif"),
plot.title = element_text(hjust = 0.5, size = 14, family = "serif"),
plot.margin = margin(20, 20, 20, 20),
aspect.ratio = 1,
legend.position = c(0.05, 0.95),
legend.justification = c("left", "top"),
legend.key = element_rect(fill = "white"),
legend.text = element_text(size = 12, family = "serif"),
panel.border = element_rect(color = "black", fill = NA)
) +
guides(color = guide_legend(override.aes = list(size = 1))) +
annotation_custom(grid::segmentsGrob(x0 = unit(0, "npc"), x1 = unit(0.02, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(1, "npc"), x1 = unit(0.98, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(0, "npc"), y1 = unit(0.02, "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(1, "npc"), y1 = unit(0.98, "npc")))
print(plot_DR1)
### DR2 ###
data <- read.csv("data/results.csv")
#print(data)
data_long <- data %>%
pivot_longer(cols = c(DR1, DR2), names_to = "Algorithm", values_to = "Time")
plot_DR2 <- ggplot(data, aes(x = n, y = DR2, color = "DR2")) +
geom_point(size = 2.5, show.legend = TRUE) +
geom_line() +
scale_x_continuous(trans = "log10",
breaks = c(32, 64, 128, 256, 512, 1024),
labels = scales::comma,
minor_breaks = function(limits) {
outer(1:9, 10^(2.1:3.1), "*")
}) +
scale_y_continuous(trans = "log10",
breaks = 10^(0:7), limits = c(1, 10000000),
labels = scales::trans_format("log10", scales::math_format(10^.x)),
minor_breaks = function(limits) {
outer(1:9, 10^(-0.1:3.1), "*")
}) +
labs(
title = "Comportamiento Asintótico de DR2",
x = "Tamaño de Input (n)",
y = "Tiempo de Ejecución (ms)",
color = NULL
) +
scale_color_manual(values = c("DR2" = "skyblue"), labels = "DR2") +
theme_classic() +
theme(
axis.title = element_text(size = 12, family = "serif"),
axis.text = element_text(size = 11, family = "serif"),
plot.title = element_text(hjust = 0.5, size = 14, family = "serif"),
plot.margin = margin(20, 20, 20, 20),
aspect.ratio = 1,
legend.position = c(0.05, 0.95),
legend.justification = c("left", "top"),
legend.key = element_rect(fill = "white"),
legend.text = element_text(size = 12, family = "serif"),
panel.border = element_rect(color = "black", fill = NA)
) +
guides(color = guide_legend(override.aes = list(size = 1))) +
annotation_custom(grid::segmentsGrob(x0 = unit(0, "npc"), x1 = unit(0.02, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(1, "npc"), x1 = unit(0.98, "npc"),
y0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(0, "npc"), y1 = unit(0.02, "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
x1 = unit(c(0.15, 0.425, 0.675, 0.85), "npc"),
y0 = unit(1, "npc"), y1 = unit(0.98, "npc")))
print(plot_DR2)
### DR1 and DR2 ###
data <- read.csv("data/results.csv")
#print(data)
data_long <- data %>%
pivot_longer(cols = c(DR1, DR2), names_to = "Algorithm", values_to = "Time")
plot_DR1_DR2 <- ggplot(data_long, aes(x = n, y = Time, color = Algorithm)) +
geom_point(size = 2.5) +
geom_line() +
scale_x_continuous(trans = "log10",
breaks = c(32, 64, 128, 256, 512, 1024),
labels = scales::comma,
minor_breaks = function(limits) {
outer(1:9, 10^(2.1:3.1), "*")
}) +
scale_y_continuous(trans = "log10",
breaks = 10^(0:7), limits = c(1, 10000000),
labels = scales::trans_format("log10", scales::math_format(10^.x)),
minor_breaks = function(limits) {
outer(1:9, 10^(-0.1:3.1), "*")
}) +
labs(
title = "Comportamiento Asintótico de DR1 y DR2",
x = "Tamaño de Input (n)",
y = "Tiempo de Ejecución (ms)",
color = ""
) +
scale_color_manual(values = c("DR1" = "blue", "DR2" = "skyblue"), labels = c("DR1", "DR2")) +
theme_classic() +
theme(
axis.title = element_text(size = 12, family = "serif"),
axis.text = element_text(size = 11, family = "serif"),
plot.title = element_text(hjust = 0.5, size = 14, family = "serif"),
plot.margin = margin(20, 20, 20, 20),
aspect.ratio = 1,
legend.position = c(0.05, 0.95),
legend.justification = c("left", "top"),
legend.key = element_rect(fill = "white"),
legend.text = element_text(size = 12, family = "serif"),
panel.border = element_rect(color = "black", fill = NA)
) +
guides(color = guide_legend(override.aes = list(size = 1))) +
annotation_custom(grid::segmentsGrob(x0 = unit(0, "npc"), x1 = unit(0.02, "npc"), y0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y1 = unit(seq(0.1, 0.9, by = 0.1), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(1, "npc"), x1 = unit(0.98, "npc"), y0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y1 = unit(seq(0.1, 0.9, by = 0.1), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), x1 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y0 = unit(0, "npc"), y1 = unit(0.02, "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), x1 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y0 = unit(1, "npc"), y1 = unit(0.98, "npc")))
print(plot_DR1_DR2)
### Traditional, DR1 and DR2 ###
data <- read.csv("data/results.csv")
#print(data)
data_long <- data %>%
pivot_longer(cols = c(Tradicional, DR1, DR2), names_to = "Algorithm", values_to = "Time")
traditional_DR1_DR2_plot <- ggplot(data_long, aes(x = n, y = Time, color = Algorithm)) +
geom_point(size = 2.5) +
geom_line() +
scale_x_continuous(trans = "log10",
breaks = c(32, 64, 128, 256, 512, 1024),
labels = scales::comma,
minor_breaks = function(limits) {
outer(1:9, 10^(2.1:3.1), "*")
}) +
scale_y_continuous(trans = "log10",
breaks = 10^(0:7), limits = c(1, 10000000),
labels = scales::trans_format("log10", scales::math_format(10^.x)),
minor_breaks = function(limits) {
outer(1:9, 10^(-0.1:3.1), "*")
}) +
labs(
title = "Comportamiento Asintótico de Tradicional, DR1 y DR2",
x = "Tamaño de Input (n)",
y = "Tiempo de Ejecución (ms)",
color = ""
) +
scale_color_manual(values = c("Tradicional" = "red", "DR1" = "blue", "DR2" = "skyblue")) +
theme_classic() +
theme(
axis.title = element_text(size = 12, family = "serif"),
axis.text = element_text(size = 11, family = "serif"),
plot.title = element_text(hjust = 0.5, size = 14, family = "serif"),
plot.margin = margin(20, 20, 20, 20),
aspect.ratio = 1,
legend.position = c(0.05, 0.95),
legend.justification = c("left", "top"),
legend.key = element_rect(fill = "white"),
legend.text = element_text(size = 12, family = "serif"),
panel.border = element_rect(color = "black", fill = NA)
) +
guides(color = guide_legend(override.aes = list(size = 1))) +
annotation_custom(grid::segmentsGrob(x0 = unit(0, "npc"), x1 = unit(0.02, "npc"), y0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y1 = unit(seq(0.1, 0.9, by = 0.1), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(1, "npc"), x1 = unit(0.98, "npc"), y0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y1 = unit(seq(0.1, 0.9, by = 0.1), "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), x1 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y0 = unit(0, "npc"), y1 = unit(0.02, "npc"))) +
annotation_custom(grid::segmentsGrob(x0 = unit(seq(0.1, 0.9, by = 0.1), "npc"), x1 = unit(seq(0.1, 0.9, by = 0.1), "npc"), y0 = unit(1, "npc"), y1 = unit(0.98, "npc")))
print(traditional_DR1_DR2_plot)