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chapter2.scm
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(define (gcd a b)
(if (= b 0)
a
(gcd b (remainder a b))))
(define (make-rat n d)
(let ((g (gcd n d)))
(cons (/ n g) (/ d g))))
(define (numer x) (car x))
(define (denom x) (cdr x))
(define (add-rat x y)
(make-rat (+ (* (numer x) (denom y))
(* (numer y) (denom x)))
(* (denom x) (denom y))))
(define (sub-rat x y)
(make-rat (- (* (numer x) (denom y))
(* (numer y) (denom x)))
(* (denom x) (denom y))))
(define (mul-rat x y)
(make-rat (* (numer x) (numer y))
(* (denom x) (denom y))))
(define (div-rat x y)
(make-rat (* (numer x) (denom y))
(* (denom x) (numer y))))
(define (equal-rat? x y)
(= (* (numer x) (denom y))
(* (numer y) (denom x))))
(define (print-rat x)
(display (numer x))
(display '/)
(display (denom x))
(newline))
;exercise 2.1
(define (better-make-rat n d)
(let ((g (gcd n d)))
(if (or (and (< n 0) (< d 0)) (and (> n 0) (< d 0)))
(cons (/ (* n -1) g) (/ (* d -1) g)))
(cons (/ n g) (/ d g))))
(define (print-point p)
(display "(")
(display (x-point p))
(display ",")
(display (y-point p))
(display ")")
(newline))
;exercise 2.2
(define (make-point x y)
(cons x y))
(define (x-point p)
(car p))
(define (y-point p)
(cdr p))
(define (make-segment p1 p2)
(cons p1 p2))
(define (start-segment s)
(car s))
(define (end-segment s)
(cdr s))
(define (midpoint-segment s)
(make-point (/ (+ (x-point (start-segment s)) (x-point (end-segment s))) 2)
(/ (+ (y-point (start-segment s)) (y-point (end-segment s))) 2)))
;exercise 2.3
(define (make-rectangle a b)
(cons a b))
(define (length-rectangle r)
(car r))
(define (height-rectangle r)
(cdr r))
(define (perimeter-rectangle r)
(* 2 (+ (length-rectangle r) (height-rectangle r))))
(define (area-rectangle r)
(* (length-rectangle r) (height-rectangle r)))
(define (alt-cons x y)
(lambda (m) (m x y)))
(define (alt-car z)
(z (lambda (p q) p)))
;exercise 2.4
(define (alt-cdr z)
(z (lambda (p q) q)))
;exercise 2.5
(define (make-madness a b)
(* (expt 2 a) (expt 3 b)))
(define (extract-exponent x base result)
(if (= (mod x base) 0)
(extract-exponent (/ x base) base (+ 1 result))
result))
(define (mad-car x)
(extract-exponent x 2 0))
(define (mad-cdr x)
(extract-exponent x 3 0))
(define zero (lambda (f) (lambda (x) x)))
(define (add-1 n)
(lambda (f) (lambda (x) (f ((n f) x)))))
;exercise 2.6
(define one (lambda (f) (lambda (x) (f x))))
(define two (lambda (f) (lambda (x) (f (f x)))))
(define (plus m n)
(lambda (f) (lambda (x) ((m f) ((n f) x)))))
(define (add-interval x y)
(make-interval (+ (lower-bound x) (lower-bound y))
(+ (upper-bound x) (upper-bound y))))
(define (mul-interval x y)
(let ((p1 (* (lower-bound x) (lower-bound y)))
(p2 (* (lower-bound x) (upper-bound y)))
(p3 (* (upper-bound x) (lower-bound y)))
(p4 (* (upper-bound x) (upper-bound y))))
(make-interval (min p1 p2 p3 p4)
(max p1 p2 p3 p4))))
(define (div-interval x y)
(mul-interval x
(make-interval (/ 1.0 (upper-bound y))
(/ 1.0 (lower-bound y)))))
(define (make-interval a b)
(cons a b))
;exercise 2.7
(define (lower-bound interval)
(car interval))
(define (upper-bound interval)
(cdr interval))
;exercise 2.8
(define (sub-interval x y)
(make-interval (- (lower-bound x) (upper-bound y))
(- (upper-bound x) (lower-bound y))))
;exercise 2.9
(define (width-interval interval)
(/ (- (upper-bound interval) (lower-bound interval)) 2.0))
;exercise 2.10
(define (div-interval-upg x y)
(if (> (* (lower-bound y) (upper-bound y)) 0)
(mul-interval x
(make-interval (/ 1.0 (upper-bound y))
(/ 1.0 (lower-bound y))))
(display 'Error!)))
;exercise 2.11
(define (mul-interval-ben x y)
(cond ((and (< (lower-bound x) 0) (< (upper-bound x) 0) (< (lower-bound y) 0) (< (upper-bound y) 0))
(make-interval (* (upper-bound x) (upper-bound y)) (* (lower-bound x) (lower-bound y))))
((and (< (lower-bound x) 0) (< (upper-bound x) 0) (< (lower-bound y) 0))
(make-interval (* (lower-bound x) (upper-bound y)) (* (lower-bound x) (lower-bound y))))
((and (< (lower-bound x) 0) (< (upper-bound x) 0))
(make-interval (* (upper-bound x) (lower-bound y)) (* (lower-bound x) (upper-bound y))))
((and (< (lower-bound x) 0) (< (lower-bound y) 0) (< (upper-bound y) 0))
(make-interval (* (upper-bound x) (lower-bound y)) (* (lower-bound x) (lower-bound y))))
((and (< (lower-bound x) 0) (< (lower-bound y) 0))
(make-interval (min (* (lower-bound x) (upper-bound y)) (* (upper-bound x) (lower-bound y)))
(max (* (lower-bound x) (lower-bound y)) (* (upper-bound x) (upper-bound y)))))
((< (lower-bound x) 0)
(make-interval (* (lower-bound x) (upper-bound y)) (* (upper-bound x) (upper-bound y))))
((and (< (lower-bound y) 0) (< (upper-bound y) 0))
(make-interval (* (lower-bound x) (upper-bound y)) (* (upper-bound x) (lower-bound y))))
((< (lower-bound y) 0)
(make-interval (* (upper-bound x) (lower-bound y)) (* (upper-bound x) (upper-bound y))))
(else (make-interval (* (lower-bound x) (lower-bound y)) (* (upper-bound x) (upper-bound y))))))
(define (make-center-width c w)
(make-interval (- c w) (+ c w)))
(define (center i)
(/ (+ (lower-bound i) (upper-bound i)) 2))
(define (width i)
(/ (- (upper-bound i) (lower-bound i)) 2))
;exercise 2.12
(define (make-center-percent center percent)
(let ((tolerance (/ percent 100.0)))
(make-center-width center (* center tolerance))))
(define (percent interval)
(* 100 (/ (- (upper-bound interval) (lower-bound interval) 2.0))))
(define (par1 r1 r2)
(div-interval (mul-interval r1 r2)
(add-interval r1 r2)))
(define (par2 r1 r2)
(let ((one (make-interval 1 1)))
(div-interval one
(add-interval (div-interval one r1)
(div-interval one r2)))))
;exercise 2.17
(define (last-pair l)
(if (null? (cdr l))
l
(last-pair (cdr l))))
;exercise 2.18
(define (reverse l)
(define (rev-inner l res)
(if (null? l)
res
(rev-inner (cdr l) (cons (car l) res))))
(rev-inner l '()))
(define us-coins (list 50 25 10 5 1))
(define uk-coins (list 100 50 20 10 5 2 1 0.5))
(define (cc amount coin-values)
(cond ((= amount 0) 1)
((or (< amount 0) (no-more? coin-values)) 0)
(else
(+ (cc amount
(except-first-denomination coin-values))
(cc (- amount
(first-denomination coin-values))
coin-values)))))
;exercise 2.19
(define (first-denomination l)
(car l))
(define (except-first-denomination l)
(cdr l))
(define (no-more? l)
(null? l))
;exercise 2.20
(define (same-parity x . y)
(define (inner-sp x y)
(if (null? y)
y
(if (= (modulo (car y) 2) (modulo x 2))
(cons (car y) (inner-sp x (cdr y)))
(inner-sp x (cdr y)))))
(inner-sp x y))
;exerice 2.21
(define (square-list items)
(if (null? items)
nil
(cons (* (car items) (car items)) (square-list (cdr items)))))
(define (square-list-map items)
(map (lambda (x) (* x x)) items))
;exercise 2.23
(define (for-each proc lst)
(if (null? lst)
(newline)
(and (proc (car lst)) (for-each proc (cdr lst)))))
;exercise 2.25
;(car (cdr (car (cdr (cdr l)))))
;(car (car l))
;(car (cdr (car (cdr (car (cdr (car (cdr (car (cdr (car (cdr l))))))))))))
;exercise 2.27
(define (deep-reverse lst)
(define (dr-inner l res)
(cond ((null? l) res)
((pair? (car l)) (dr-inner (cdr l) (cons (dr-inner (car l) '()) res)))
(else (dr-inner (cdr l) (cons (car l) res)))))
(dr-inner lst '()))
(define abc (list (list 1 2) (list 3 4)))
(define (dr-better lst)
(if (pair? lst)
(append (dr-better (cdr lst)) (list (dr-better (car lst))))
lst))
(define (dr-best lst)
(if (pair? lst)
(reverse (map dr-best lst))
lst))
;exercise 2.28
(define (fringe lst)
(if (pair? lst)
(every fringe lst)
lst))
(define (make-mobile left right)
(list left right))
(define (make-branch length structure)
(list length structure))
;exercise 2.29
(define (left-branch mobile)
(car mobile))
(define (right-branch mobile)
(car (cdr mobile)))
(define (branch-length branch)
(car branch))
(define (branch-structure branch)
(car (cdr branch)))
(define (branch-weight branch)
(if (number? (branch-structure branch))
(branch-structure branch)
(total-weight (branch-structure branch))))
(define (total-weight mobile)
(+ (branch-weight (left-branch mobile)) (branch-weight (right-branch mobile))))
(define (torque branch)
(* (branch-length branch) (branch-weight branch)))
(define (balanced? mobile)
(and (= (torque (left-branch mobile)) (torque (right-branch mobile)))
(if (number? (branch-structure (left-branch mobile))) #t (balanced? left))
(if (number? (branch-structure (right-branch mobile))) #t (balanced? right))))
(define (scale-tree1 tree factor)
(cond ((null? tree) '())
((not (pair? tree)) (* tree factor))
(else (cons (scale-tree1 (car tree) factor)
(scale-tree1 (cdr tree) factor)))))
(define (scale-tree tree factor)
(map (lambda (sub-tree)
(if (pair? sub-tree)
(scale-tree sub-tree factor)
(* sub-tree factor)))
tree))
;exercise 2.30
(define (square-tree-map tree)
(map (lambda (sub-tree)
(if (pair? sub-tree)
(square-tree-map sub-tree)
(* sub-tree sub-tree)))
tree))
(define (square-tree tree)
(cond ((null? tree) '())
((not (pair? tree)) (* tree tree))
(else (cons (square-tree (car tree))
(square-tree (cdr tree))))))
;exercise 2.31
(define (tree-map f tree)
(map (lambda (sub-tree)
(if (pair? sub-tree)
(tree-map sub-tree)
(f sub-tree)))
tree))
;exercise 2.32
(define (subsets s)
(if (null? s)
(list '())
(let ((rest (subsets (cdr s))))
(append rest (map (lambda (x) (cons (car s) x))
rest)))))
(define (accumulate2 op initial sequence)
(if (null? sequence)
initial
(op (car sequence)
(accumulate2 op initial (cdr sequence)))))
;exercise 2.33
(define (map-wtf p sequence)
(accumulate2 (lambda (x y) (cons (p x) y)) '() sequence))
(define (append-wtf seq1 seq2)
(accumulate2 cons seq2 seq1))
(define (length-wtf sequence)
(accumulate2 (lambda (x y) (+ y 1)) 0 sequence))
;exercise 2.34
(define (horner-eval x coefficient-sequence)
(accumulate2 (lambda (this-coeff higher-terms) (+ this-coeff (* x higher-terms)))
0
coefficient-sequence))
(define (count-leaves x)
(cond ((null? x) 0)
((not (pair? x)) 1)
(else (+ (count-leaves (car x))
(count-leaves (cdr x))))))
;exercise 2.35
(define (count-leaves2 atree)
(accumulate2 (lambda (x y) (cond ((null? x) y)
((not (pair? x)) (+ y 1))
(else (+ y (count-leaves2 x)))))
0
atree))
(define (count-leaves3 atree)
(accumulate2 (lambda (x y) (+ x y))
0
(map (lambda (sub-tr) (if (pair? sub-tr)
(count-leaves3 sub-tr)
1)) atree)))
;exercise 2.36
(define (accumulate-n op init seqs)
(if (null? (car seqs))
'()
(cons (accumulate2 op init (map car seqs))
(accumulate-n op init (map cdr seqs)))))
(define (dot-product v w)
(accumulate2 + 0 (map * v w)))
(define amatrix '((1 2 3) (4 5 6) (7 8 9)))
;exercise 2.37
(define (matrix-*-vector-bad m v)
(if (empty? m)
'()
(cons (dot-product (car m) v) (matrix-*-vector-bad (cdr m) v))))
(define (matrix-*-vector m v)
(map (lambda (x) (dot-product x v)) m))
(define (transpose mat)
(accumulate-n cons '() mat))
(define (matrix-*-matrix m n)
(let ((cols (transpose n)))
(map (lambda (x) (matrix-*-vector cols x)) m)))
(define (fold-left op initial sequence)
(define (iter result rest)
(if (null? rest)
result
(iter (op result (car rest))
(cdr rest))))
(iter initial sequence))
(define fold-right accumulate2)
;exercise 2.38
;3/2
;1/6
;(1 (2 (3 ())))
;(((() 1) 2) 3)
;Commutativity
;exercise 2.39
(define (reverse-r sequence)
(fold-right (lambda (x y) (append y (list x))) '() sequence))
(define (reverse-l sequence)
(fold-left (lambda (x y) (cons y x)) '() sequence))
(define (flatmap proc seq)
(accumulate2 append '() (map proc seq)))
(define (prime-sum? pair)
(prime? (+ (car pair) (cadr pair))))
(define (make-pair-sum pair)
(list (car pair) (cadr pair) (+ (car pair) (cadr pair))))
(define (enumerate-interval low high)
(if (> low high)
'()
(cons low (enumerate-interval (+ low 1) high))))
(define (prime-sum-pairs n)
(map make-pair-sum
(filter prime-sum?
(flatmap
(lambda (i)
(map (lambda (j) (list i j))
(enumerate-interval 1 (- i 1))))
(enumerate-interval 1 n)))))
(define (remove item sequence)
(filter (lambda (x) (not (= x item)))
sequence))
(define (permutations s)
(if (null? s) ; empty set?
(list '()) ; sequence containing empty set
(flatmap (lambda (x)
(map (lambda (p) (cons x p))
(permutations (remove x s))))
s)))
;exercise 2.40
(define (unique-pairs n)
(flatmap (lambda (i) (map (lambda (j) (list i j))
(enumerate-interval 1 (- i 1))))
(enumerate-interval 1 n)))
(define (prime-sum-pairs-better n)
(map make-pair-sum
(filter prime-sum?
(unique-pairs n))))
;exercise 2.41
(define (unique-triples n)
(flatmap (lambda (i) (flatmap (lambda (j) (map (lambda (k) (list i j k))
(enumerate-interval 1 (- j 1))))
(enumerate-interval 1 (- i 1))))
(enumerate-interval 1 n)))
(define (ordered-triplets n s)
(filter (lambda (x) (= (accumulate + x) s))
(unique-triples n)))
(define (queens board-size)
(define (queen-cols k)
(if (= k 0)
(list empty-board)
(filter
(lambda (positions) (safe? k positions))
(flatmap
(lambda (rest-of-queens)
(map (lambda (new-row)
(adjoin-position new-row k rest-of-queens))
(enumerate-interval 1 board-size)))
(queen-cols (- k 1))))))
(queen-cols board-size))
;exercise 2.42
(define empty-board '())
(define (adjoin-position new-row k rest-of-queens)
(append (list new-row) rest-of-queens))
(define (safe? k positions)
(define (inner-safe tested poss)
(if (empty? poss)
#t
(if (or (= tested (car poss))
(= tested (+ (- k (length poss)) (car poss)))
(= tested (- (car poss) (- k (length poss)))))
#f
(inner-safe tested (cdr poss)))))
(inner-safe (car positions) (cdr positions)))
;exercise 2.43
;It is O(n^n) instead of O(n^2), so it will execute in T^(n-2)
;section 2.2.4 in "project2.scm"
(define (memq item x)
(cond ((null? x) false)
((eq? item (car x)) x)
(else (memq item (cdr x)))))
;exercise 2.53
;'(a b c)
;'((george))
;'((y1 y2))
;'(y1 y2)
;#f
;#f
;#t
;exercise 2.54
(define (equal? x y)
(cond ((or (null? x) (null? y)) (if (and (null? x) (null? y))
#t
#f))
((and (list? x) (list? y)) (if (equal? (car x) (car y))
(equal? (cdr x) (cdr y))
#f))
(else (eq? x y))))
;exercise 2.55
;car of a list (quote abracadabra) yields quote.
(define (variable? x) (symbol? x))
(define (same-variable? v1 v2)
(and (variable? v1) (variable? v2) (eq? v1 v2)))
(define (=number? exp num)
(and (number? exp) (= exp num)))
(define (sum? x)
(and (pair? x) (eq? (car x) '+)))
(define (product? x)
(and (pair? x) (eq? (car x) '*)))
;exercise 2.56
(define (deriv exp var)
(cond ((number? exp) 0)
((variable? exp)
(if (same-variable? exp var) 1 0))
((sum? exp)
(make-sum (deriv (addend exp) var)
(deriv (augend exp) var)))
((product? exp)
(make-sum
(make-product (multiplier exp)
(deriv (multiplicand exp) var))
(make-product (deriv (multiplier exp) var)
(multiplicand exp))))
((exponentiation? exp)
(make-product (make-product (exponent exp)
(make-exponentiation (base exp)
(make-sum (exponent exp) '-1)))
(deriv (base exp) var)))
(else
(error "unknown expression type -- DERIV" exp))))
(define (base x) (cadr x))
(define (exponent x) (caddr x))
(define (make-exponentiation b e)
(cond ((=number? e 0) 1)
((=number? e 1) b)
((=number? b 1) 1)
((and (number? base) (number? exponent)) (expt base exponent))
(else (list '** b e))))
(define (exponentiation? x)
(and (pair? x) (eq? (car x) '**)))
;exercise 2.57
(define (not-number? x)
(not (number? x)))
(define (is-zero? x)
(=number? x 0))
(define (simplify-sum alist)
(let ((num-sum (accumulate + (filter number? alist)))
(not-num (filter not-number? alist)))
(if (= 0 num-sum)
not-num
(cons num-sum not-num))))
(define (make-sum . args)
(let ((result (simplify-sum args)))
(if (= 1 (length result))
(car result)
(cons '+ result))))
(define (addend s) (cadr s))
(define (augend s) (if (null? (cdddr s))
(caddr s)
(cons '+ (cddr s))))
(define (simplify-prd alist)
(let ((num-prd (accumulate * (filter number? alist)))
(not-num (filter not-number? alist)))
(cond ((= 0 num-prd) (list 0))
((= 1 num-prd) not-num)
(else (cons num-prd not-num)))))
(define (make-product . args)
(let ((result (simplify-prd args)))
(if (= 1 (length result))
(car result)
(cons '* result))))
(define (multiplier p) (cadr p))
(define (multiplicand p) (if (null? (cdddr p))
(caddr p)
(cons '* (cddr p))))
;exercise 2.58
(define (make-sum2 a1 a2)
(cond ((=number? a1 0) a2)
((=number? a2 0) a1)
((and (number? a1) (number? a2)) (+ a1 a2))
(else (list a1 '+ a2))))
(define (make-product2 m1 m2)
(cond ((or (=number? m1 0) (=number? m2 0)) 0)
((=number? m1 1) m2)
((=number? m2 1) m1)
((and (number? m1) (number? m2)) (* m1 m2))
(else (list m1 '* m2))))
(define (sum?2 x)
(and (pair? x) (eq? (cadr x) '+)))
(define (product?2 x)
(and (pair? x) (eq? (cadr x) '*)))
(define (multiplier2 p) (car p))
(define (multiplicand2 p) (caddr p))
(define (addend2 s) (car s))
(define (augend2 s) (caddr p))
(define (element-of-set? x set)
(cond ((null? set) #f)
((equal? x (car set)) #t)
(else (element-of-set? x (cdr set)))))
(define (adjoin-set x set)
(if (element-of-set? x set)
set
(cons x set)))
(define (intersection-set set1 set2)
(cond ((or (null? set1) (null? set2)) '())
((element-of-set? (car set1) set2)
(cons (car set1)
(intersection-set (cdr set1) set2)))
(else (intersection-set (cdr set1) set2))))
;exercise 2.59
(define (union-set set1 set2)
(cond ((and (null? set1) (null? set2)) '())
((null? set1) set2)
((null? set2) set1)
((not (element-of-set? (car set1) set2))
(cons (car set1)
(union-set (cdr set1) set2)))
(else (union-set (cdr set1) set2))))
;exercise 2.60
;element-of-set? stays the same.
(define (adjoin-set2 x set)
(cons x set))
(define (union-set2 set1 set2)
(append set1 set2))
(define (remove-element set x)
(if (= x (car set))
(cdr set)
(cons (car set) (remove-element (cdr set) x))))
(define (intersection-set2 set1 set2)
(cond ((or (null? set1) (null? set2)) '())
((element-of-set? (car set1) set2)
(cons (car set1)
(intersection-set2 (cdr set1) (remove-element (car set1) set2))))
(else (intersection-set2 (cdr set1) set2))))
;ordered sets
(define (ord-element-of-set? x set)
(cond ((null? set) #f)
((= x (car set)) #t)
((< x (car set)) #f)
(else (ord-element-of-set? x (cdr set)))))
(define (ord-intersection-set set1 set2)
(if (or (null? set1) (null? set2))
'()
(let ((x1 (car set1)) (x2 (car set2)))
(cond ((= x1 x2)
(cons x1
(ord-intersection-set (cdr set1)
(cdr set2))))
((< x1 x2)
(ord-intersection-set (cdr set1) set2))
((< x2 x1)
(ord-intersection-set set1 (cdr set2)))))))
;exercise 2.61
(define (ord-adjoin-set x set)
(cond ((null? set) (cons x '()))
((ord-element-of-set? x set) set)
((> x (car set)) (cons (car set) (ord-adjoin-set x (cdr set))))
((< x (car set)) (cons x set))))
;exercise 2.62
(define (ord-union-set set1 set2)
(cond ((null? set1) set2)
((null? set2) set1)
(else (let ((x1 (car set1)) (x2 (car set2)))
(cond ((= x1 x2) (cons x1 (ord-union-set (cdr set1) (cdr set2))))
((< x1 x2) (cons x1 (ord-union-set (cdr set1) set2)))
((> x1 x2) (cons x2 (ord-union-set set1 (cdr set2)))))))))
(define (entry tree) (car tree))
(define (left-branch tree) (cadr tree))
(define (right-branch tree) (caddr tree))
(define (make-tree entry left right)
(list entry left right))
(define (tr-element-of-set? x set)
(cond ((null? set) #f)
((= x (entry set)) #t)
((< x (entry set))
(tr-element-of-set? x (left-branch set)))
((> x (entry set))
(tr-element-of-set? x (right-branch set)))))
(define (tr-adjoin-set x set)
(cond ((null? set) (make-tree x '() '()))
((= x (entry set)) set)
((< x (entry set))
(make-tree (entry set)
(tr-adjoin-set x (left-branch set))
(right-branch set)))
((> x (entry set))
(make-tree (entry set)
(left-branch set)
(tr-adjoin-set x (right-branch set))))))
(define (tree->list-1 tree)
(if (null? tree)
'()
(append (tree->list-1 (left-branch tree))
(cons (entry tree)
(tree->list-1 (right-branch tree))))))
(define (tree->list-2 tree)
(define (copy-to-list tree result-list)
(if (null? tree)
result-list
(copy-to-list (left-branch tree)
(cons (entry tree)
(copy-to-list (right-branch tree)
result-list)))))
(copy-to-list tree '()))
;exercise 2.63
;The two procedures produce the same results.
;The first procedure is O(n*logn), the second is O(n)
(define (list->tree elements)
(car (partial-tree elements (length elements))))
(define (partial-tree elts n)
(if (= n 0)
(cons '() elts)
(let ((left-size (quotient (- n 1) 2)))
(let ((left-result (partial-tree elts left-size)))
(let ((left-tree (car left-result))
(non-left-elts (cdr left-result))
(right-size (- n (+ left-size 1))))
(let ((this-entry (car non-left-elts))
(right-result (partial-tree (cdr non-left-elts)
right-size)))
(let ((right-tree (car right-result))
(remaining-elts (cdr right-result)))
(cons (make-tree this-entry left-tree right-tree)
remaining-elts))))))))
;exercise 2.64
;This procedure works by first taking the first half minus one (for entry point) of the given nr of
;elements, and recursively calling itself on that set of elements to construct the left branch of the
;tree, then saving the median element to be the tree's entry point, and again calling itself recursively
;on the rest of the elements to create the right branch of the tree. Once it has both branches, it calls
;make-tree providing it with the entry element it found and the branches it has constructed. Finally, it
;creates and returns a pair with the constructed list as it first element, and the remainign elements
;(or empty list if there are none) as the other.
;The tree resulting from the example ordered list would be:
; 5
; / \
;1 9
; \ /\
; 3 7 11
;The order of growth for this procedure is O(n).
;exercise 2.65
(define (tr-union-set set1 set2)
(let ((ordset1 (tree->list-2 set1))
(ordset2 (tree->list-2 set2)))
(let ((ordset (ord-union-set ordset1 ordset2)))
(list->tree ordset))))
(define (tr-intersection-set set1 set2)
(let ((ordset1 (tree->list-2 set1))
(ordset2 (tree->list-2 set2)))
(let ((ordset (ord-intersection-set ordset1 ordset2)))
(list->tree ordset))))
;exercise 2.66
(define (lookup given-key set-of-records)
(if (null? set-of-records)
#f
(let ((tested-key (car (entry set-of-records))))
(cond ((= given-key tested-key) (entry set-of-records))
((< given-key tested-key)
(lookup given-key (left-branch set-of-records)))
((> given-key tested-key)
(lookup given-key (right-branch set-of-records)))))))
(define (make-leaf symbol weight)
(list 'leaf symbol weight))
(define (leaf? object)
(eq? (car object) 'leaf))
(define (symbol-leaf x) (cadr x))
(define (weight-leaf x) (caddr x))
(define (make-code-tree left right)
(list left
right
(append (symbols left) (symbols right))
(+ (weight left) (weight right))))
(define (left-branch tree) (car tree))
(define (right-branch tree) (cadr tree))
(define (symbols tree)
(if (leaf? tree)
(list (symbol-leaf tree))
(caddr tree)))
(define (weight tree)
(if (leaf? tree)
(weight-leaf tree)
(cadddr tree)))
(define (decode bits tree)
(define (decode-1 bits current-branch)
(if (null? bits)
'()
(let ((next-branch
(choose-branch (car bits) current-branch)))
(if (leaf? next-branch)
(cons (symbol-leaf next-branch)
(decode-1 (cdr bits) tree))
(decode-1 (cdr bits) next-branch)))))
(decode-1 bits tree))
(define (choose-branch bit branch)
(cond ((= bit 0) (left-branch branch))
((= bit 1) (right-branch branch))
(else (error "bad bit -- CHOOSE-BRANCH" bit))))
(define (htr-adjoin-set x set)
(cond ((null? set) (list x))
((< (weight x) (weight (car set))) (cons x set))
(else (cons (car set)
(htr-adjoin-set x (cdr set))))))
(define (make-leaf-set pairs)
(if (null? pairs)
'()
(let ((pair (car pairs)))
(htr-adjoin-set (make-leaf (car pair) ; symbol
(cadr pair)) ; frequency
(make-leaf-set (cdr pairs))))))
(define sample-tree
(make-code-tree (make-leaf 'A 4)
(make-code-tree
(make-leaf 'B 2)
(make-code-tree (make-leaf 'D 1)
(make-leaf 'C 1)))))
(define sample-message '(0 1 1 0 0 1 0 1 0 1 1 1 0))
;exercise 2.67
; '(A D A B B C A)
(define (encode message tree)
(if (null? message)
'()
(append (encode-symbol (car message) tree)
(encode (cdr message) tree))))
;exercise 2.68
(define (encode-symbol symbol tree)
(define (inner-encode symbol tree)
(cond ((leaf? tree)
'())
((element-of-set? symbol (symbols (left-branch tree)))
(cons 0 (inner-encode symbol (left-branch tree))))
((element-of-set? symbol (symbols (right-branch tree)))
(cons 1 (inner-encode symbol (right-branch tree))))))
(if (element-of-set? symbol (symbols tree))
(inner-encode symbol tree)
(error "Symbol not found! -- encode-symbol" symbol)))
(define (generate-huffman-tree pairs)
(successive-merge (make-leaf-set pairs)))
;exercise 2.69
(define (successive-merge leafset)
(if (= (length leafset) 1)
(car leafset)
(successive-merge (htr-adjoin-set (make-code-tree (car leafset) (cadr leafset))
(cddr leafset)))))
;exercise 2.70
;the theoretical minimum for variable-length encoding is 84 bits.
;for fixed-length encoding the minimum is 108 bits.
;exercise 2.71
;In such a tree the most frequent symbol requires 1 bit, while the least frequent symbol requires n-1 bits.
;exercise 2.72
;The most common symbol is O(n), the least common one is O(n2).
;section 2.4
(define (add-complex z1 z2)
(make-from-real-imag (+ (real-part z1) (real-part z2))
(+ (imag-part z1) (imag-part z2))))
(define (sub-complex z1 z2)
(make-from-real-imag (- (real-part z1) (real-part z2))
(- (imag-part z1) (imag-part z2))))
(define (mul-complex z1 z2)
(make-from-mag-ang (* (magnitude z1) (magnitude z2))
(+ (angle z1) (angle z2))))
(define (div-complex z1 z2)
(make-from-mag-ang (/ (magnitude z1) (magnitude z2))
(- (angle z1) (angle z2))))
(define (attach-tag type-tag contents)
(cons type-tag contents))
(define (type-tag datum)
(if (pair? datum)
(car datum)
(error "Bad tagged datum -- TYPE-TAG" datum)))
(define (contents datum)
(if (pair? datum)
(cdr datum)
(error "Bad tagged datum -- CONTENTS" datum)))