Add remaining solutions to exercises in subsection 2.3.3

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Petar Kapriš 2025-03-18 19:19:30 +01:00
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a)
From my understanding, yes, the lists produced are always going to be equal?
given the same tree
b)
No, they don't, remember than when we `append` two lists, the cons cells for
the first list have to all be reconstructed, which is an additional O(n)
steps, where n is len(first-list).
This means that when we break up a tree in (tree->list-1 tree) T(n) = T(n/2) +
O(n) + T(n/2)
tree->list-2 has one cons operation, which is constant, for each entry, which
means the order of growth is O(n)
On the other hand, tree->list-1 has order of growth: O(n log n)

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a)
partial-tree takes a list elts, and n, a number of starting elements which it
will process, it arranges these n elements into a tree and returns a list with
2 elements. The first is a tree of the first n elements, the second is a list
of the remaining elements. The arrangement is done by making a tree out of
(n-1)/2 elements recursively, then adding the one element at the start of the
remainder-list as the current entry, then taking the other half of the n
elements, and recursively arranging them as well.
(list->tree '(1 3 5 7 9 11))
==
5
/ \
1 9
\ / \
3 7 11
b)
Since only the top-level list has its length calculated O(n), while all the
lower ones have theirs calculated in constant time. And in general, every
specific call of partial-tree has a number of constant operations, the total
would be O(n)

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#lang sicp
; the helper functions:
(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 (element-of-set? x set)
(cond ((null? set) false)
((= x (entry set)) true)
((< x (entry set))
(element-of-set? x (left-branch set)))
((> x (entry set))
(element-of-set? x (right-branch set)))))
(define (adjoin-set x set)
(cond ((null? set) (make-tree x '() '()))
((= x (entry set)) set)
((< x (entry set))
(make-tree (entry set)
(adjoin-set x (left-branch set))
(right-branch set)))
((> x (entry set))
(make-tree (entry set) (left-branch set)
(adjoin-set x (right-branch set))))))
(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 '()))
(define tree->list tree->list-2)
(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))))))))
; the exercise itself
(define (union-olist set1 set2)
(cond ((null? set1) set2)
((null? set2) set1)
((< (car set1) (car set2)) (cons (car set1)
(union-olist (cdr set1) set2)))
((= (car set1) (car set2)) (cons (car set1)
(union-olist (cdr set1) (cdr set2))))
((> (car set1) (car set2)) (cons (car set2)
(union-olist set1 (cdr set2))))))
(define (intersection-olist set1 set2)
(if (or (null? set1) (null? set2))
'()
(let ((x1 (car set1)) (x2 (car set2)))
(cond ((= x1 x2)
(cons x1 (intersection-olist (cdr set1)
(cdr set2))))
((< x1 x2)
(intersection-olist (cdr set1) set2))
((< x2 x1)
(intersection-olist set1 (cdr set2)))))))
(define (union-set set1 set2)
(list->tree
(union-olist (tree->list set1)
(tree->list set2))))
(define (intersection-set set1 set2)
(list->tree
(intersection-olist (tree->list set1)
(tree->list set2))))

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#lang sicp
(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 (key record)
(car record))
(define (lookup given-key set-of-records)
(cond ((null? set-of-records) false)
((= given-key (key (entry set-of-records)))
(entry set-of-records))
((< given-key (key (entry set-of-records)))
(lookup given-key (left-branch set-of-records)))
((> given-key (key (entry set-of-records)))
(lookup given-key (right-branch set-of-records)))))