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Ingy döt Net 2023-07-01 11:58:00 -04:00
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;; 't' usually means "true" in CL, but we need 't' here for time/temperature.
(defconstant true 'cl:t)
(shadow 't)
;; Approximates y(t) in y'(t)=f(t,y) with y(a)=y0 and t=a..b and the step size h.
(defun euler (f y0 a b h)
;; Set the initial values and increments of the iteration variables.
(do ((t a (+ t h))
(y y0 (+ y (* h (funcall f t y)))))
;; End the iteration when t reaches the end b of the time interval.
((>= t b) 'DONE)
;; Print t and y(t) at every step of the do loop.
(format true "~6,3F ~6,3F~%" t y)))
;; Example: Newton's cooling law, f(t,T) = -0.07*(T-20)
(defun newton-cooling (time T) (* -0.07 (- T 20)))
;; Generate the data for all three step sizes (2,5 and 10).
(euler #'newton-cooling 100 0 100 2)
(euler #'newton-cooling 100 0 100 5)
(euler #'newton-cooling 100 0 100 10)

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;; slightly more idiomatic Common Lisp version
(defun newton-cooling (time temperature)
"Newton's cooling law, f(t,T) = -0.07*(T-20)"
(declare (ignore time))
(* -0.07 (- temperature 20)))
(defun euler (f y0 a b h)
"Euler's Method.
Approximates y(time) in y'(time)=f(time,y) with y(a)=y0 and t=a..b and the step size h."
(loop for time from a below b by h
for y = y0 then (+ y (* h (funcall f time y)))
do (format t "~6,3F ~6,3F~%" time y)))