#lang at-exp racket (require "csp.rkt" rackunit) (use-mrv? #t) (use-reduce-arity? #t) (use-mac? #t) (use-remove-constraints? #t) (use-validate-assignments? #t) (define demo (make-csp)) (add-vars! demo '(t w) (range 7)) (add-var! demo 'o '(2 6 7)) (define (sum-three t w o) (= 3 (+ t w o))) (add-constraint! demo sum-three '(t w o)) (add-pairwise-constraint! demo alldiff= '(t w o)) (add-pairwise-constraint! demo < '(t w o)) (check-equal? (time (solve demo)) ($csp (list ($var 't '(0)) ($var 'w '(1)) ($var 'o '(2))) '())) ;; TWO + TWO = FOUR (define (word-value . xs) (for/sum ([(x idx) (in-indexed (reverse xs))]) (* x (expt 10 idx)))) (define ttf (make-csp)) (add-vars! ttf '(t w o f u r) (reverse (range 10))) (add-pairwise-constraint! ttf alldiff= '(t w o f u r)) (add-constraint! ttf (λ (o r) (= (modulo (+ o o) 10) r)) '(o r)) (add-constraint! ttf (λ (t w o f u r) (= (+ (word-value t w o) (word-value t w o)) (word-value f o u r))) '(t w o f u r)) (add-constraint! ttf positive? '(t)) (add-constraint! ttf positive? '(f)) (define ttf-solution (time (solve ttf))) (check-equal? ttf-solution ($csp (list ($var 't '(7)) ($var 'w '(3)) ($var 'o '(4)) ($var 'f '(1)) ($var 'u '(6)) ($var 'r '(8))) '())) (define (ttf-print csp) (format "~a~a~a + ~a~a~a = ~a~a~a~a" ($csp-ref csp 't) ($csp-ref csp 'w) ($csp-ref csp 'o) ($csp-ref csp 't) ($csp-ref csp 'w) ($csp-ref csp 'o) ($csp-ref csp 'f) ($csp-ref csp 'o) ($csp-ref csp 'u) ($csp-ref csp 'r))) (check-equal? (time (solve ttf-solution ttf-print)) "734 + 734 = 1468") ;; ABC problem: ;; what is the minimum value of ;; ABC ;; ------- ;; A+B+C (define abc (make-csp)) (add-vars! abc '(a b c) (range 1 10)) (define (solution-score sol) (let ([a ($csp-ref sol 'a)] [b ($csp-ref sol 'b)] [c ($csp-ref sol 'c)]) (/ (+ (* 100 a) (* 10 b) c) (+ a b c)))) (define abc-sols (time (solve* abc))) (check-equal? (* 9 9 9) (length abc-sols)) (check-equal? (argmin solution-score abc-sols) ($csp (list ($var 'a '(1)) ($var 'b '(9)) ($var 'c '(9))) '())) ;; quarter problem: ;; 26 dollars and quarters ;; that add up to $17. (define quarters (make-csp)) (add-vars! quarters '(dollars quarters) (range 26)) (add-constraint! quarters (λ (d q) (= 26 (+ d q))) '(dollars quarters)) (add-constraint! quarters (λ (d q) (= 17 (+ d (* 0.25 q)))) '(dollars quarters)) (check-equal? (time (solve quarters)) ($csp (list ($var 'dollars '(14)) ($var 'quarters '(12))) '())) ;; nickel problem #| A collection of 33 coins, consisting of nickels, dimes, and quarters, has a value of $3.30. If there are three times as many nickels as quarters, and one-half as many dimes as nickels, how many coins of each kind are there? |# (define nickels (make-csp)) (add-vars! nickels '(n d q) (range 33)) (add-constraint! nickels (λ (n d q) (= 33 (+ n d q))) '(n d q) 'count-33) (add-constraint! nickels (λ (n d q) (= 330 (+ (* n 5) (* d 10) (* q 25)))) '(n d q) 'total-3.30) (add-constraint! nickels (λ (n q) (= (* 3 q) n)) '(n q) 'triple-nickel) (add-constraint! nickels (λ (d n) (= (* 2 d) n)) '(d n) 'double-nickel) (check-equal? (time (solve nickels)) ($csp (list ($var 'n '(18)) ($var 'd '(9)) ($var 'q '(6))) '())) ;; xsum #| # Reorganize the following numbers in a way that each line of # 5 numbers sum to 27. # # 1 6 # 2 7 # 3 # 8 4 # 9 5 # |# (define xsum (make-csp)) (add-vars! xsum '(l1 l2 l3 l4 r1 r2 r3 r4 x) (range 1 10)) (add-pairwise-constraint! xsum < '(l1 l2 l3 l4)) (add-pairwise-constraint! xsum < '(r1 r2 r3 r4)) (add-constraint! xsum (λ (l1 l2 l3 l4 x) (= 27 (+ l1 l2 l3 l4 x))) '(l1 l2 l3 l4 x)) (add-constraint! xsum (λ (r1 r2 r3 r4 x) (= 27 (+ r1 r2 r3 r4 x))) '(r1 r2 r3 r4 x)) (add-pairwise-constraint! xsum alldiff= '(l1 l2 l3 l4 r1 r2 r3 r4 x)) (check-equal? (length (time (solve* xsum))) 8) ;; send more money problem #| # Assign equal values to equal letters, and different values to # different letters, in a way that satisfies the following sum: # # SEND # + MORE # ------ # MONEY |# (define smm (make-csp)) (add-vars! smm '(s e n d m o r y) (λ () (range 10))) (add-constraint! smm positive? '(s)) (add-constraint! smm (curry = 1) '(m)) (add-constraint! smm (λ (d e y) (= (modulo (+ d e) 10) y)) '(d e y)) (add-constraint! smm (λ (n d r e y) (= (modulo (+ (word-value n d) (word-value r e)) 100) (word-value e y))) '(n d r e y)) (add-constraint! smm (λ (e n d o r y) (= (modulo (+ (word-value e n d) (word-value o r e)) 1000) (word-value n e y))) '(e n d o r y)) (add-constraint! smm (λ (s e n d m o r y) (= (+ (word-value s e n d) (word-value m o r e)) (word-value m o n e y))) '(s e n d m o r y)) (add-pairwise-constraint! smm alldiff= '(s e n d m o r y)) ;; todo: too slow ;(solve smm) ;; queens problem ;; place queens on chessboard so they do not intersect (define queens (make-csp)) (define qs (for/list ([q 8]) (string->symbol (format "q~a" q)))) (define rows (range (length qs))) (add-vars! queens qs rows) (define (q-col q) (string->number (string-trim (symbol->string q) "q"))) (for* ([qs (in-combinations qs 2)]) (match-define (list qa qb) qs) (match-define (list qa-col qb-col) (map q-col qs)) (add-constraint! queens (λ (qa-row qb-row) (and (not (= (abs (- qa-row qb-row)) (abs (- qa-col qb-col)))) ; same diagonal? (not (= qa-row qb-row)))) ; same row? (list qa qb))) (check-equal? 92 (length (time (solve* queens))))