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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": [ | ||
"keiravillekode" | ||
], | ||
"files": { | ||
"solution": [ | ||
"knapsack.el" | ||
], | ||
"test": [ | ||
"knapsack-test.el" | ||
], | ||
"example": [ | ||
".meta/example.el" | ||
] | ||
}, | ||
"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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;;; knapsack.el --- Knapsack (exercism) -*- lexical-binding: t; -*- | ||
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;;; Commentary: | ||
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;;; Code: | ||
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(require 'cl-lib) | ||
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(defun knapsack (capacity weights values) | ||
(let ((table (make-vector (1+ capacity) 0))) | ||
(cl-loop while weights | ||
for weight = (car weights) | ||
for value = (car values) | ||
do (setq weights (cdr weights)) | ||
do (setq values (cdr values)) | ||
do (cl-loop for index from capacity downto weight | ||
do (aset table index (max (aref table index) | ||
(+ value (aref table (- index weight))))))) | ||
(aref table capacity))) | ||
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(provide 'knapsack) | ||
;;; knapsack.el ends here | ||
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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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;;; knapsack-test.el --- Tests for Knapsack (exercism) -*- lexical-binding: t; -*- | ||
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;;; Commentary: | ||
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;;; Code: | ||
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(load-file "knapsack.el") | ||
(declare-function knapsack "knapsack.el" (capacity weights values)) | ||
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(ert-deftest no-items () | ||
(should (equal 0 (knapsack 100 '() '())))) | ||
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(ert-deftest one-item-too-heavy () | ||
(should (equal 0 (knapsack 10 '(100) '(1))))) | ||
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(ert-deftest five-items-cannot-be-greedy-by-weight () | ||
(should (equal 21 (knapsack 10 '(2 2 2 2 10) '(5 5 5 5 21))))) | ||
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(ert-deftest five-items-cannot-be-greedy-by-value () | ||
(should (equal 80 (knapsack 10 '(2 2 2 2 10) '(20 20 20 20 50))))) | ||
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(ert-deftest example-knapsack () | ||
(should (equal 90 (knapsack 10 '(5 4 6 4) '(10 40 30 50))))) | ||
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(ert-deftest 8-items () | ||
(should (equal 900 (knapsack 104 | ||
'(25 35 45 5 25 3 2 2) | ||
'(350 400 450 20 70 8 5 5))))) | ||
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(ert-deftest 15-items () | ||
(should (equal 1458 (knapsack 750 | ||
'(70 73 77 80 82 87 90 94 98 106 110 113 115 118 120) | ||
'(135 139 149 150 156 163 173 184 192 201 210 214 221 229 240))))) | ||
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(provide 'knapsack-test) | ||
;;; knapsack-test.el ends here |
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;;; knapsack.el --- Knapsack (exercism) -*- lexical-binding: t; -*- | ||
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;;; Commentary: | ||
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;;; Code: | ||
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(defun knapsack (capacity weights values) | ||
(error "Delete this S-Expression and write your own implementation")) | ||
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(provide 'knapsack) | ||
;;; knapsack.el ends here | ||
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