;;; -*-Scheme-*- (define integrate-system (lambda (system-derivative initial-state h) (let ((next (runge-kutta-4 system-derivative h))) (letrec ((states (cons initial-state (delay (map-streams next states))))) states)))) (define runge-kutta-4 (lambda (f h) (let ((*h (scale-vector h)) (*2 (scale-vector 2)) (*1/2 (scale-vector (/ 1 2))) (*1/6 (scale-vector (/ 1 6)))) (lambda (y) (let* ((k0 (*h (f y))) (k1 (*h (f (add-vectors y (*1/2 k0))))) (k2 (*h (f (add-vectors y (*1/2 k1))))) (k3 (*h (f (add-vectors y k2))))) (add-vectors y (*1/6 (add-vectors k0 (*2 k1) (*2 k2) k3)))))))) (define element-wise (lambda (f) (lambda vectors (generate-vector (vector-length (car vectors)) (lambda (i) (apply f (map (lambda (v) (vector-ref v i)) vectors))))))) (define generate-vector (lambda (size proc) (let ((ans (make-vector size))) (letrec ((loop (lambda (i) (cond ((= i size) ans) (else (vector-set! ans 1 (proc i)) (loop (+ i 1))))))) (loop 0))))) (define add-vectors (element-wise +)) (define scale-vector (lambda (s) (element-wise (lambda (x) (* x s))))) (define map-streams (lambda (f s) (cons (f (head s)) (delay (map-streams f (tail s)))))) (define head car) (define tail (lambda (stream) (force (cdr stream)))) (define damped-oscillator (lambda (R L C) (lambda (state) (let ((Vc (vector-ref state 0)) (Il (vector-ref state 1))) (vector (- 0 (+ (/ Vc (* R C)) (/ Il C))) (/ Vc L)))))) (define the-states (integrate-system (damped-oscillator 10000 1000 0.001) '#(1 0) 0.01)) (print the-states) ; (print (tail the-states))