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First Shiny webapp - Lorentz equation
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library(shiny) | |
library(deSolve) | |
library(ggplot2) | |
# Define server logic required to plot various variables | |
shinyServer(function(input, output) { | |
solveLorenz <- function(pars, times=tout) { | |
derivs <- function(t, state, pars) { # returns rate of change | |
with(as.list(c(state, pars)), { | |
dX <- A*X + Y*Z | |
dY <- B * (Y-Z) | |
dZ <- -X*Y +C*Y -Z | |
return(list(c(dX, dY, dZ))) | |
} | |
) | |
} | |
state <- c(X = 34.848292, Y = 14.331027983, Z = 14.327178391) # originally X = 1, Y = 1, Z = 1 | |
## ode solves the model by integration... | |
return(ode(y = state, times = times, func = derivs, parms = pars)) | |
} | |
output$guessPlot <- reactivePlot(function() { | |
tout<-seq(0, input$tmax, by = .01) | |
guess_pars<-c(A = input$A, B = input$B, C = input$C) | |
# alpha<-input$alpha | |
guess <- as.data.frame(solveLorenz(guess_pars, tout)) | |
print(ggplot(as.data.frame(guess)) + geom_path(aes(X, Y, col=Z), alpha=input$alpha, lwd=.3)) | |
# plot(guess$X, guess$Y) | |
}) | |
}) |
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library(shiny) | |
# Define UI | |
shinyUI(pageWithSidebar( | |
# Application title | |
headerPanel("Test Lorentz's Equations"), | |
# Sidebar with controls | |
sidebarPanel( | |
numericInput("tmax", "T:", 100), | |
numericInput("alpha", "alpha:", 0.3), | |
numericInput("A", "A:", -8/3), | |
numericInput("B", "B:", -10), | |
numericInput("C", "C:", 28) | |
), | |
# Show the plot of the requested variable against mpg | |
mainPanel( | |
plotOutput("guessPlot") | |
) | |
)) |
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