Calculate integral by Monte Carlo method

Calculate integral by Monte Carlo method preview image

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Default-person Do Trong Thanh (Author)

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;;;;;;;;;;;;;;;;;;;;;;;;;;;
;; variable declarations ;;
;;;;;;;;;;;;;;;;;;;;;;;;;;;

globals 
[
  value-integral 
  approx-integral
  scale-factor
]

;;;;;;;;;;;;;;;;;;;;;;
;; setup procedures ;;
;;;;;;;;;;;;;;;;;;;;;;

to setup
  clear-all
  set scale-factor 25
  resize-world 0 scale-factor 0 scale-factor
  set-default-shape turtles "dot"
  reset-ticks
  if (function = "y = x^5")
  [
    set value-integral 1 / 6
  ]
  if (function = "y = (cos x)^2")
  [
    set value-integral 0.7273243567
  ]
  if (function = "y = (sin (1/x))^2")
  [
    set value-integral 0.6734567683
  ]
end 

to-report scale [ x ]
  report (x / scale-factor)
end 

to-report degree [ x ]
  report (x * 180 / pi)
end 

to-report value-function [ x ]
  if (function = "y = x^5")
  [
    report (scale x) * (scale x) * (scale x) * (scale x) * (scale x)
  ]
  if (function = "y = (cos x)^2")
  [
    report (cos (degree (scale x))) * (cos (degree (scale x)))
  ]
  if (function = "y = (sin (1/x))^2")
  [
    report (sin (degree (1 / (scale x)))) * (sin (degree (1 / (scale x))))
  ]
end 

;;;;;;;;;;;;;;;;;;;;;;;;
;; runtime procedures ;;
;;;;;;;;;;;;;;;;;;;;;;;;

to go
  create-turtles 10
  [
    set size 0.5
    setxy random-float scale-factor random-float scale-factor
    set color yellow
    if (ycor < scale-factor * (value-function xcor))
    [
      set color red
    ]
  ]
  set approx-integral (count turtles with [color = red]) / (count turtles)
  tick
end 

There are 3 versions of this model.

Uploaded by When Description Download
Do Trong Thanh over 5 years ago Add comment Download this version
Do Trong Thanh over 5 years ago Improve GUI Download this version
Do Trong Thanh over 5 years ago Initial upload Download this version

Attached files

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Calculate integral by Monte Carlo method.png preview Preview over 5 years ago, by Do Trong Thanh Download

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