Created
December 7, 2011 15:58
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vanilla RK4 for ODE2, written in R (07Dec2011)
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# vanilla RK4 written in R (07Dec2011) | |
# evaluates a 2nd order ODE by splitting into 2- 1st order ODE | |
# and solved by Runge-Kutta Method | |
# Concepts and algorithm from: | |
# http://en.wikipedia.org/wiki/Runge-Kutta_methods | |
# http://www.cms.livjm.ac.uk/etchells/notes/ma200/2ndodes.pdf | |
# | |
# f1(t,y) : substituted function from dz(y')/dt = F(z,y,t), z = y' | |
# | |
# rk4(f, h, tinit, yinit, limit): main RK4 routine | |
# f - function defining the differential equation of | |
# the form dy/dt = f(t,y) | |
# h - interval step | |
# t/y/zinit - boundary values, where y(tinit) = yinit | |
# limit - number of iterations the algorithm is done | |
# | |
# TODO: fix documentation, instructions; verify using test cases | |
# and compare with plots using WolframAlpha | |
f1 <- function(z,t,y) { | |
value <- 3*cos(t)*z - sin(t) + exp(t) | |
value | |
} | |
rk4 <- function(f1 , h, tinit, yinit, zinit, limit) { | |
j <- c(0,0,0,0) | |
y <- yinit | |
t <- tinit | |
z <- zinit | |
tplot <- c() | |
yplot <- c() | |
zplot <- c() | |
while (limit > 0) { | |
z = z + (h/6)*(t + 2*(t + 0.5*h) + 2*(t + 0.5*h) + (t+h)) | |
j[1] <- h*f1(z,t,y) | |
j[2] <- h*f1(z,t + 0.5*h, y + 0.5*j[1]) | |
j[3] <- h*f1(z,t + 0.5*h, y + 0.5*j[2]) | |
j[4] <- h*f1(z,t + h, y + j[3]) | |
y = y + (1./6)*(j[1] + 2*j[2] + 2*j[3] + j[4]) | |
t = t + h | |
limit <- limit - 1 | |
tplot[limit] = t | |
yplot[limit] = y | |
zplot[limit] = z | |
} | |
plot(tplot,yplot) ## plots y(t) vs. t | |
#plot(yplot,zplot) ## plots y'(t) vs y(t) | |
} |
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