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Add knapsack
exercise
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# Instructions | ||
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Your task is to determine which items to take so that the total value of her selection is maximized, taking into account the knapsack's carrying capacity. | ||
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Items will be represented as a list of items. | ||
Each item will have a weight and value. | ||
All values given will be strictly positive. | ||
Lhakpa can take only one of each item. | ||
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For example: | ||
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```text | ||
Items: [ | ||
{ "weight": 5, "value": 10 }, | ||
{ "weight": 4, "value": 40 }, | ||
{ "weight": 6, "value": 30 }, | ||
{ "weight": 4, "value": 50 } | ||
] | ||
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Knapsack Maximum Weight: 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. | ||
In this example, Lhakpa should take the second and fourth item to maximize her value, which, in this case, is 90. | ||
She cannot get more than 90 as her knapsack has a weight limit of 10. |
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# Introduction | ||
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Lhakpa is a [Sherpa][sherpa] mountain guide and porter. | ||
After months of careful planning, the expedition Lhakpa works for is about to leave. | ||
She will be paid the value she carried to the base camp. | ||
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In front of her are many items, each with a value and weight. | ||
Lhakpa would gladly take all of the items, but her knapsack can only hold so much weight. | ||
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[sherpa]: https://en.wikipedia.org/wiki/Sherpa_people#Mountaineering |
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{ | ||
"authors": [ | ||
"erikschierboom" | ||
], | ||
"files": { | ||
"solution": [ | ||
"knapsack.ua" | ||
], | ||
"test": [ | ||
"tests.ua" | ||
], | ||
"example": [ | ||
".meta/example.ua" | ||
] | ||
}, | ||
"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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MaximumValue ← |2 memo( | ||
±⧻. | ||
⨬(0◌◌ | ||
| ⊃⊢↘₁ | ||
↥⊃( | ||
⋅MaximumValue | ||
| ◡(≥(⊃(⊢|⋅⋅∘))) | ||
⨬(0◌◌ | ||
| +⊃(⊣|MaximumValue ⊙-⊃(⋅∘|∘|⋅⋅∘)⊢) | ||
) | ||
) | ||
) | ||
) |
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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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# Calculate the maximum value of items that still fit in the knapsack | ||
# Value ? Items Capacity | ||
MaximumValue ← |2 ⊙⋅(⍤ "Please implement MaximumValue" 0) |
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~ "knapsack.ua" ~ MaximumValue | ||
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# no items | ||
⍤⤙≍ 0 MaximumValue [] 100 | ||
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# one item, too heavy | ||
⍤⤙≍ 0 MaximumValue [100_1] 10 | ||
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# five items (cannot be greedy by weight) | ||
⍤⤙≍ 21 MaximumValue [2_5 2_5 2_5 2_5 10_21] 10 | ||
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# five items (cannot be greedy by value) | ||
⍤⤙≍ 80 MaximumValue [2_20 2_20 2_20 2_20 10_50] 10 | ||
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# example knapsack | ||
⍤⤙≍ 90 MaximumValue [5_10 4_40 6_30 4_50] 10 | ||
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# 8 items | ||
⍤⤙≍ 900 MaximumValue [25_350 35_400 45_450 5_20 25_70 3_8 2_5 2_5] 104 | ||
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# 15 items | ||
⍤⤙≍ 1458 MaximumValue [70_135 73_139 77_149 80_150 82_156 87_163 90_173 94_184 98_192 106_201 110_210 113_214 115_221 118_229 120_240] 750 |
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I found a use for
memo
:)