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* Add knapsack exercise * Reviewer feedback: - remove #:transparent from struct definition - ask dr. racket to reindent test code
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# Instructions | ||
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In this exercise, let's try to solve a classic problem. | ||
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Bob is a thief. | ||
After months of careful planning, he finally manages to crack the security systems of a high-class apartment. | ||
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In front of him are many items, each with a value (v) and weight (w). | ||
Bob, of course, wants to maximize the total value he can get; he would gladly take all of the items if he could. | ||
However, to his horror, he realizes that the knapsack he carries with him can only hold so much weight (W). | ||
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Given a knapsack with a specific carrying capacity (W), help Bob determine the maximum value he can get from the items in the house. | ||
Note that Bob can take only one of each item. | ||
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All values given will be strictly positive. | ||
Items will be represented as a list of items. | ||
Each item will have a weight and value. | ||
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For example: | ||
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```none | ||
Items: [ | ||
{ "weight": 5, "value": 10 }, | ||
{ "weight": 4, "value": 40 }, | ||
{ "weight": 6, "value": 30 }, | ||
{ "weight": 4, "value": 50 } | ||
] | ||
Knapsack Limit: 10 | ||
``` | ||
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For the above, the first item has weight 5 and value 10, the second item has weight 4 and value 40, and so on. | ||
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In this example, Bob should take the second and fourth item to maximize his value, which, in this case, is 90. | ||
He cannot get more than 90 as his knapsack has a weight limit of 10. |
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{ | ||
"authors": ["blakelewis"], | ||
"files": { | ||
"solution": [ | ||
"knapsack.rkt" | ||
], | ||
"test": [ | ||
"knapsack-test.rkt" | ||
], | ||
"example": [ | ||
".meta/example.rkt" | ||
] | ||
}, | ||
"blurb": "Given a knapsack that can only carry a certain weight, determine which items to put in the knapsack in order to maximize their combined value.", | ||
"source": "Wikipedia", | ||
"source_url": "https://en.wikipedia.org/wiki/Knapsack_problem" | ||
} |
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#lang racket | ||
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(provide item maximum-value) | ||
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(struct item (weight value)) | ||
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(define (maximum-value maximum-weight items) | ||
(for/fold | ||
([top-value (make-vector (add1 maximum-weight) 0)] | ||
#:result (vector-ref top-value maximum-weight)) | ||
([it items]) | ||
(for/vector ([w (in-inclusive-range 0 maximum-weight)]) | ||
(if (> (item-weight it) w) | ||
(vector-ref top-value w) | ||
(max (vector-ref top-value w) | ||
(+ (vector-ref top-value (- w (item-weight it))) | ||
(item-value it))))))) |
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# This is an auto-generated file. | ||
# | ||
# Regenerating this file via `configlet sync` will: | ||
# - Recreate every `description` key/value pair | ||
# - Recreate every `reimplements` key/value pair, where they exist in problem-specifications | ||
# - Remove any `include = true` key/value pair (an omitted `include` key implies inclusion) | ||
# - Preserve any other key/value pair | ||
# | ||
# As user-added comments (using the # character) will be removed when this file | ||
# is regenerated, comments can be added via a `comment` key. | ||
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[a4d7d2f0-ad8a-460c-86f3-88ba709d41a7] | ||
description = "no items" | ||
include = false | ||
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[3993a824-c20e-493d-b3c9-ee8a7753ee59] | ||
description = "no items" | ||
reimplements = "a4d7d2f0-ad8a-460c-86f3-88ba709d41a7" | ||
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[1d39e98c-6249-4a8b-912f-87cb12e506b0] | ||
description = "one item, too heavy" | ||
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[833ea310-6323-44f2-9d27-a278740ffbd8] | ||
description = "five items (cannot be greedy by weight)" | ||
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[277cdc52-f835-4c7d-872b-bff17bab2456] | ||
description = "five items (cannot be greedy by value)" | ||
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[81d8e679-442b-4f7a-8a59-7278083916c9] | ||
description = "example knapsack" | ||
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[f23a2449-d67c-4c26-bf3e-cde020f27ecc] | ||
description = "8 items" | ||
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[7c682ae9-c385-4241-a197-d2fa02c81a11] | ||
description = "15 items" |
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#lang racket/base | ||
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(require "knapsack.rkt") | ||
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(module+ test | ||
(require rackunit rackunit/text-ui)) | ||
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(module+ test | ||
(define suite | ||
(test-suite | ||
"knapsack tests" | ||
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(test-equal? "no items" | ||
(maximum-value 100 '()) | ||
0) | ||
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(test-equal? "one item, too heavy" | ||
(maximum-value 10 (list (item 100 1))) | ||
0) | ||
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(test-equal? "five items (cannot be greedy by weight)" | ||
(maximum-value 10 | ||
(list (item 2 5) | ||
(item 2 5) | ||
(item 2 5) | ||
(item 2 5) | ||
(item 10 21))) | ||
21) | ||
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(test-equal? "five items (cannot be greedy by value)" | ||
(maximum-value 10 | ||
(list (item 2 20) | ||
(item 2 20) | ||
(item 2 20) | ||
(item 2 20) | ||
(item 10 50))) | ||
80) | ||
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(test-equal? "example knapsack" | ||
(maximum-value 10 | ||
(list (item 5 10) | ||
(item 4 40) | ||
(item 6 30) | ||
(item 4 50))) | ||
90) | ||
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(test-equal? "8 items" | ||
(maximum-value 104 | ||
(list (item 25 350) | ||
(item 35 400) | ||
(item 45 450) | ||
(item 5 20) | ||
(item 25 70) | ||
(item 3 8) | ||
(item 2 5) | ||
(item 2 5))) | ||
900) | ||
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(test-equal? "15 items" | ||
(maximum-value 750 | ||
(list (item 70 135) | ||
(item 73 139) | ||
(item 77 149) | ||
(item 80 150) | ||
(item 82 156) | ||
(item 87 163) | ||
(item 90 173) | ||
(item 94 184) | ||
(item 98 192) | ||
(item 106 201) | ||
(item 110 210) | ||
(item 113 214) | ||
(item 115 221) | ||
(item 118 229) | ||
(item 120 240))) | ||
1458))) | ||
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(run-tests suite)) |
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#lang racket | ||
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(provide item maximum-value) | ||
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(struct item (weight value) #:transparent) | ||
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(define (maximum-value maximum-weight items) | ||
(error "Not implemented yet")) |