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Add knapsack exercise
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ErikSchierboom committed Dec 11, 2024
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8 changes: 8 additions & 0 deletions config.json
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"prerequisites": [],
"difficulty": 6
},
{
"slug": "knapsack",
"name": "Knapsack",
"uuid": "87922ec1-b30a-47ea-8c37-fdeb1b86b209",
"practices": [],
"prerequisites": [],
"difficulty": 6
},
{
"slug": "parallel-letter-frequency",
"name": "Parallel Letter Frequency",
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25 changes: 25 additions & 0 deletions exercises/practice/knapsack/.docs/instructions.md
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# Instructions

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.

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.

For example:

```text
Items: [
{ "weight": 5, "value": 10 },
{ "weight": 4, "value": 40 },
{ "weight": 6, "value": 30 },
{ "weight": 4, "value": 50 }
]
Knapsack Maximum Weight: 10
```

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.
10 changes: 10 additions & 0 deletions exercises/practice/knapsack/.docs/introduction.md
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# Introduction

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.

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.

[sherpa]: https://en.wikipedia.org/wiki/Sherpa_people#Mountaineering
19 changes: 19 additions & 0 deletions exercises/practice/knapsack/.meta/config.json
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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"
}
13 changes: 13 additions & 0 deletions exercises/practice/knapsack/.meta/example.ua
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MaximumValue ← |2 memo(
±⧻.
⨬(0◌◌
| ⊃⊢↘₁
↥⊃(
⋅MaximumValue
| ◡(≥(⊃(⊢|⋅⋅∘)))
⨬(0◌◌
| +⊃(⊣|MaximumValue ⊙-⊃(⋅∘|∘|⋅⋅∘)⊢)
)
)
)
)
36 changes: 36 additions & 0 deletions exercises/practice/knapsack/.meta/tests.toml
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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.

[a4d7d2f0-ad8a-460c-86f3-88ba709d41a7]
description = "no items"
include = false

[3993a824-c20e-493d-b3c9-ee8a7753ee59]
description = "no items"
reimplements = "a4d7d2f0-ad8a-460c-86f3-88ba709d41a7"

[1d39e98c-6249-4a8b-912f-87cb12e506b0]
description = "one item, too heavy"

[833ea310-6323-44f2-9d27-a278740ffbd8]
description = "five items (cannot be greedy by weight)"

[277cdc52-f835-4c7d-872b-bff17bab2456]
description = "five items (cannot be greedy by value)"

[81d8e679-442b-4f7a-8a59-7278083916c9]
description = "example knapsack"

[f23a2449-d67c-4c26-bf3e-cde020f27ecc]
description = "8 items"

[7c682ae9-c385-4241-a197-d2fa02c81a11]
description = "15 items"
3 changes: 3 additions & 0 deletions exercises/practice/knapsack/knapsack.ua
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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)
22 changes: 22 additions & 0 deletions exercises/practice/knapsack/tests.ua
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~ "knapsack.ua" ~ MaximumValue

# no items
⍤⤙≍ 0 MaximumValue [] 100

# one item, too heavy
⍤⤙≍ 0 MaximumValue [100_1] 10

# five items (cannot be greedy by weight)
⍤⤙≍ 21 MaximumValue [2_5 2_5 2_5 2_5 10_21] 10

# five items (cannot be greedy by value)
⍤⤙≍ 80 MaximumValue [2_20 2_20 2_20 2_20 10_50] 10

# example knapsack
⍤⤙≍ 90 MaximumValue [5_10 4_40 6_30 4_50] 10

# 8 items
⍤⤙≍ 900 MaximumValue [25_350 35_400 45_450 5_20 25_70 3_8 2_5 2_5] 104

# 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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