Lotka-Volterra 或猎物与捕食者

library(deSolve)    

## -----------------------------------------------------------------------------
## Define R-function
## -----------------------------------------------------------------------------   

LV <- function(t, y, parms) {
    with(as.list(c(y, parms)), {
  
        dP <- rG * P * (1 - P/K) - rI * P * C
        dC <- rI * P * C * AE - rM * C
            
        return(list(c(dP, dC), sum = C+P))
    })
}

## -----------------------------------------------------------------------------
## Define parameters and variables
## -----------------------------------------------------------------------------

parms <- c(rI = 0.2, rG = 1.0, rM = 0.2, AE = 0.5, K = 10)
yini <- c(P = 1, C = 2)
times <- seq(from = 0, to = 200, by = 1)

## -----------------------------------------------------------------------------
## Solve the ODEs
## -----------------------------------------------------------------------------

out <- ode(y = yini, times = times, func = LV, parms = parms)

## -----------------------------------------------------------------------------
## Plot the results
## -----------------------------------------------------------------------------

matplot(out[ ,1], out[ ,2:4], type = "l", xlab = "time", ylab = "Conc",
        main = "Lotka-Volterra", lwd = 2)
legend("topright", c("prey", "predator", "sum"), col = 1:3, lty = 1:3)