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297 lines
12 KiB
Racket
297 lines
12 KiB
Racket
#lang debug racket
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(require "hacs.rkt" rackunit sugar/list sugar/debug)
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(current-inference forward-check)
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(current-select-variable mrv-degree-hybrid)
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(current-order-values shuffle)
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(current-random #true)
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(check-equal? (first-unassigned-variable ($csp (list ($var 'a (range 3)) ($var 'b (range 3))) null))
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($var 'a (range 3)))
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(check-equal? (first-unassigned-variable ($csp (list ($avar 'a (range 3)) ($var 'b (range 3))) null))
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($var 'b (range 3)))
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(check-false (first-unassigned-variable ($csp (list ($avar 'a (range 3)) ($avar 'b (range 3))) null)))
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(check-equal?
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;; no forward checking when no constraints
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($csp-vars (forward-check ($csp (list ($avar 'a '(1)) ($var 'b (range 2))) null) 'a))
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(list ($avar 'a '(1)) ($var 'b '(0 1))))
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(check-equal?
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($csp-vars (forward-check (forward-check ($csp (list ($avar 'a '(1)) ($avar 'b '(0)) ($var 'c '(0 1 2)))
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(list ($constraint '(a c) (negate =))
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($constraint '(b c) (negate =)))) 'a) 'b))
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(list ($avar 'a '(1)) ($avar 'b '(0)) ($cvar 'c '(2) '(b a))))
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(check-equal?
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;; no inconsistency: b≠c not checked when fc is relative to a
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($csp-vars (forward-check ($csp (list ($avar 'a '(1)) ($var 'b (range 2)) ($var 'c '(0)))
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(list ($constraint '(a b) (negate =))
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($constraint '(b c) (negate =)))) 'a))
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(list ($avar 'a '(1)) ($cvar 'b '(0) '(a)) ($var 'c '(0))))
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(check-equal?
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;; no inconsistency: a≠b not checked when fc ignores a, which is already assigned
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($csp-vars (forward-check ($csp (list ($avar 'a '(1)) ($avar 'b '(1)) ($var 'c (range 2)))
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(list ($constraint '(a b) (negate =))
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($constraint '(b c) (negate =)))) 'b))
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(list ($avar 'a '(1)) ($avar 'b '(1)) ($cvar 'c '(0) '(b))))
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(check-exn $backtrack?
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(λ () ($csp-vars (forward-check ($csp (list ($avar 'a '(1))
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($var 'b '(1)))
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(list ($constraint '(a b) (negate =)))) 'a))))
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(check-equal? ($csp-vars (forward-check ($csp (list ($var 'a '(0))
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($var 'b (range 3)))
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(list ($constraint '(a b) <))) 'a))
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(list ($var 'a '(0)) ($cvar 'b '(1 2) '(a))))
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(check-equal?
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(parameterize ([current-inference forward-check])
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(length (solve* ($csp (list ($var 'x (range 3))
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($var 'y (range 3))
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($var 'z (range 3)))
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(list ($constraint '(x y) <>)
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($constraint '(x z) <>)
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($constraint '(y z) <>)))))) 6)
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(parameterize ([current-inference forward-check])
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(define vds (for/list ([k '(wa nt nsw q t v sa)])
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($var k '(red green blue))))
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(define cs (list
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($constraint '(wa nt) neq?)
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($constraint '(wa sa) neq?)
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($constraint '(nt sa) neq?)
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($constraint '(nt q) neq?)
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($constraint '(q sa) neq?)
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($constraint '(q nsw) neq?)
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($constraint '(nsw sa) neq?)
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($constraint '(nsw v) neq?)
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($constraint '(v sa) neq?)))
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(define csp ($csp vds cs))
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(check-equal? (length (solve* csp)) 18))
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(define quarters (make-csp))
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(add-vars! quarters '(dollars quarters) (range 26))
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(add-constraint! quarters (λ (d q) (= 26 (+ d q))) '(dollars quarters))
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(add-constraint! quarters (λ (d q) (= 17 (+ d (* 0.25 q)))) '(dollars quarters))
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(check-equal? (time-named (solve quarters))
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'((dollars . 14) (quarters . 12)))
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;; xsum
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#|
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# Reorganize the following numbers in a way that each line of
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# 5 numbers sum to 27.
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#
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# 1 6
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# 2 7
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# 3
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# 8 4
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# 9 5
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#
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|#
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(define xsum (make-csp))
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(add-vars! xsum '(l1 l2 l3 l4 r1 r2 r3 r4 x) (range 1 10))
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(add-pairwise-constraint! xsum < '(l1 l2 l3 l4))
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(add-pairwise-constraint! xsum < '(r1 r2 r3 r4))
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(add-constraint! xsum (λ (l1 l2 l3 l4 x) (= 27 (+ l1 l2 l3 l4 x))) '(l1 l2 l3 l4 x))
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(add-constraint! xsum (λ (r1 r2 r3 r4 x) (= 27 (+ r1 r2 r3 r4 x))) '(r1 r2 r3 r4 x))
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(add-pairwise-constraint! xsum alldiff= '(l1 l2 l3 l4 r1 r2 r3 r4 x))
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(check-equal? (length (time-named (solve* xsum))) 8)
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;; send more money problem
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#|
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# Assign equal values to equal letters, and different values to
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# different letters, in a way that satisfies the following sum:
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#
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# SEND
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# + MORE
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# ------
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# MONEY
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|#
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(define (word-value . xs)
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(for/sum ([(x idx) (in-indexed (reverse xs))])
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(* x (expt 10 idx))))
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(define smm (make-csp))
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(add-vars! smm '(s e n d m o r y) (λ () (range 10)))
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(add-constraint! smm positive? '(s))
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(add-constraint! smm positive? '(m))
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(add-constraint! smm (λ (d e y) (= (modulo (+ d e) 10) y)) '(d e y))
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(add-constraint! smm (λ (n d r e y)
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(= (modulo (+ (word-value n d) (word-value r e)) 100)
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(word-value e y))) '(n d r e y))
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(add-constraint! smm (λ (e n d o r y)
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(= (modulo (+ (word-value e n d) (word-value o r e)) 1000) (word-value n e y))) '(e n d o r y))
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(add-constraint! smm (λ (s e n d m o r y)
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(= (+ (word-value s e n d) (word-value m o r e))
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(word-value m o n e y))) '(s e n d m o r y))
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(add-pairwise-constraint! smm alldiff= '(s e n d m o r y))
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(check-equal? (parameterize ([current-select-variable mrv-degree-hybrid]) ; todo: why is plain mrv so bad on this problem?
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(time-named (solve smm))) '((s . 9) (e . 5) (n . 6) (d . 7) (m . 1) (o . 0) (r . 8) (y . 2)))
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;; queens problem
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;; place queens on chessboard so they do not intersect
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(define queens (make-csp))
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(define qs (for/list ([q 8]) (string->symbol (format "q~a" q))))
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(define rows (range (length qs)))
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(add-vars! queens qs rows)
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(define (q-col q) (string->number (string-trim (symbol->string q) "q")))
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(for* ([qs (in-combinations qs 2)])
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(match-define (list qa qb) qs)
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(match-define (list qa-col qb-col) (map q-col qs))
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(add-constraint! queens
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(λ (qa-row qb-row)
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(and
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(not (= (abs (- qa-row qb-row)) (abs (- qa-col qb-col)))) ; same diagonal?
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(not (= qa-row qb-row)))) ; same row?
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(list qa qb)))
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(check-equal? 92 (length (time-named (solve* queens))))
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#|
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# There are no tricks, just pure logic, so good luck and don't give up.
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#
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# 1. In a street there are five houses, painted five different colours.
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# 2. In each house lives a person of different nationality
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# 3. These five homeowners each drink a different kind of beverage, smoke
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# different brand of cigar and keep a different pet.
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#
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# THE QUESTION: WHO OWNS THE zebra?
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#
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# HINTS
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#
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# 1. The englishman lives in a red house.
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# 2. The spaniard keeps dogs as pets.
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# 5. The owner of the Green house drinks coffee.
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# 3. The ukrainian drinks tea.
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# 4. The Green house is on the left of the ivory house.
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# 6. The person who smokes oldgold rears snails.
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# 7. The owner of the Yellow house smokes kools.
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# 8. The man living in the centre house drinks milk.
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# 9. The Norwegian lives in the first house.
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# 10. The man who smokes chesterfields lives next to the one who keeps foxes.
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# 11. The man who keeps horses lives next to the man who smokes kools.
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# 12. The man who smokes luckystrike drinks orangejuice.
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# 13. The japanese smokes parliaments.
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# 14. The Norwegian lives next to the blue house.
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# 15. The man who smokes chesterfields has a neighbour who drinks water.
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|#
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(define (sym . args) (string->symbol (apply format args)))
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(define zebra (make-csp))
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(define ns (map (curry sym "nationality-~a") (range 5)))
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(define cs (map (curry sym "color-~a") (range 5)))
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(define ds (map (curry sym "drink-~a") (range 5)))
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(define ss (map (curry sym "smoke-~a") (range 5)))
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(define ps (map (curry sym "pet-~a") (range 5)))
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(add-vars! zebra ns '(englishman spaniard ukrainian norwegian japanese))
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(add-vars! zebra cs '(red ivory green yellow blue))
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(add-vars! zebra ds '(tea coffee milk orange-juice water))
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(add-vars! zebra ss '(oldgold kools chesterfields luckystrike parliaments))
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(add-vars! zebra ps '(dogs snails foxes horses zebra))
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(for ([vars (list ns cs ds ss ps)])
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(add-pairwise-constraint! zebra neq? vars))
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(define (xnor lcond rcond)
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(or (and lcond rcond) (and (not lcond) (not rcond))))
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(define (paired-with lval left rval right)
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(add-constraint! zebra (λ (left right) (xnor (eq? left lval) (eq? rval right))) (list left right)))
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(define (paired-with* lval lefts rval rights)
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(for ([left lefts][right rights])
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(paired-with lval left rval right)))
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;# 1. The englishman lives in a red house.
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('englishman ns . paired-with* . 'red cs)
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;# 2. The spaniard keeps dogs as pets.
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('spaniard ns . paired-with* . 'dogs ps)
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;# 5. The owner of the Green house drinks coffee.
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('green cs . paired-with* . 'coffee ds)
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;# 3. The ukrainian drinks tea.
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('ukrainian ns . paired-with* . 'tea ds)
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;# 4. The Green house is on the left of the ivory house.
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('green (drop-right cs 1) . paired-with* . 'ivory (drop cs 1))
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(add-constraint! zebra (curry neq? 'ivory) (list 'color-0))
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(add-constraint! zebra (curry neq? 'green) (list 'color-4))
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;# 6. The person who smokes oldgold rears snails.
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('oldgold ss . paired-with* . 'snails ps)
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;# 7. The owner of the Yellow house smokes kools.
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('yellow cs . paired-with* . 'kools ss)
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;# 8. The man living in the centre house drinks milk.
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(add-constraint! zebra (λ (d) (eq? d 'milk)) (list 'drink-2))
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;# 9. The Norwegian lives in the first house.
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(add-constraint! zebra (λ (x) (eq? x 'norwegian)) (list 'nationality-0))
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(define (next-to lval lefts rval rights)
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(for ([righta (drop-right rights 2)]
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[left (cdr lefts)]
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[rightb (drop rights 2)])
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(add-constraint! zebra (λ (left righta rightb)
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(or (not (eq? left lval)) (eq? righta rval) (eq? rval rightb)))
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(list left righta rightb)))
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(for ([left (list (first lefts) (last lefts))]
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[right (list (second rights) (fourth rights))])
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(add-constraint! zebra (λ (left right) (xnor (eq? left lval) (eq? rval right)))
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(list left right))))
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;# 10. The man who smokes chesterfields lives next to the one who keeps foxes.
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('chesterfields ss . next-to . 'foxes ps)
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;# 11. The man who keeps horses lives next to the man who smokes kools.
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('horses ps . next-to . 'kools ss)
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;# 12. The man who smokes luckystrike drinks orangejuice.
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('luckystrike ss . paired-with* . 'orange-juice ds)
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;# 13. The japanese smokes parliaments.
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('japanese ns . paired-with* . 'parliaments ss)
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;# 14. The Norwegian lives next to the blue house.
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('norwegian ns . next-to . 'blue cs)
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;# 15. The man who smokes chesterfields has a neighbour who drinks water.
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('chesterfields ss . next-to . 'water ds)
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(define (finish x)
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(apply map list (slice-at x 5)))
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(check-equal? (parameterize ([current-select-variable mrv]
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[current-random #f])
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(finish (time-named (solve zebra))))
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'(((nationality-0 . norwegian) (color-0 . yellow) (drink-0 . water) (smoke-0 . kools) (pet-0 . foxes))
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((nationality-1 . ukrainian) (color-1 . blue) (drink-1 . tea) (smoke-1 . chesterfields) (pet-1 . horses))
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((nationality-2 . englishman) (color-2 . red) (drink-2 . milk) (smoke-2 . oldgold) (pet-2 . snails))
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((nationality-3 . japanese) (color-3 . green) (drink-3 . coffee) (smoke-3 . parliaments) (pet-3 . zebra))
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((nationality-4 . spaniard) (color-4 . ivory) (drink-4 . orange-juice) (smoke-4 . luckystrike) (pet-4 . dogs))))
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(module+ main
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(when-debug
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(define-syntax n (λ (stx) #'10))
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(time-avg n (void (solve quarters)))
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(time-avg n (void (solve* xsum)))
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(time-avg n (void (solve smm)))
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(time-avg n (void (solve* queens)))
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(time-avg n (void (solve zebra)))))
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