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# Instructions | ||
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Your task is to determine which items to take so that the total value of his 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. | ||
Bob 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 } | ||
] | ||
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, 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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# Introduction | ||
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Bob is a thief. | ||
After months of careful planning, he finally manages to crack the security systems of a fancy store. | ||
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In front of him are many items, each with a value and weight. | ||
Bob would gladly take all of the items, but his knapsack can only hold so much weight. | ||
Bob has to carefully consider which items to take so that the total value of his selection is maximized. |
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{ | ||
"authors": [ | ||
"keiravillekode" | ||
], | ||
"files": { | ||
"solution": [ | ||
"knapsack.zig" | ||
], | ||
"test": [ | ||
"test_knapsack.zig" | ||
], | ||
"example": [ | ||
".meta/example.zig" | ||
] | ||
}, | ||
"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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const std = @import("std"); | ||
const mem = std.mem; | ||
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pub const Item = struct { | ||
weight: usize, | ||
value: usize, | ||
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pub fn init(weight: usize, value: usize) Item { | ||
return Item{ | ||
.weight = weight, | ||
.value = value, | ||
}; | ||
} | ||
}; | ||
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pub fn maximumValue(allocator: mem.Allocator, maximumWeight: usize, items: []const Item) !usize { | ||
const table = try allocator.alloc(usize, maximumWeight + 1); | ||
defer allocator.free(table); | ||
@memset(table, 0); | ||
for (items, 0..) |item, itemIndex| { | ||
_ = itemIndex; | ||
var index = maximumWeight + 1; | ||
while (index > item.weight) { | ||
index -= 1; | ||
const value = item.value + table[index - item.weight]; | ||
if (table[index] < value) { | ||
table[index] = value; | ||
} | ||
} | ||
} | ||
return table[maximumWeight]; | ||
} |
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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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const std = @import("std"); | ||
const mem = std.mem; | ||
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pub const Item = struct { | ||
// This struct, as well as its fields and init method, needs to be implemented. | ||
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pub fn init(weight: usize, value: usize) Item { | ||
_ = weight; | ||
_ = value; | ||
@compileError("please implement the init method"); | ||
} | ||
}; | ||
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pub fn maximumValue(allocator: mem.Allocator, maximumWeight: usize, items: []const Item) !usize { | ||
_ = allocator; | ||
_ = maximumWeight; | ||
_ = items; | ||
@compileError("please implement the maximumValue function"); | ||
} |
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const std = @import("std"); | ||
const testing = std.testing; | ||
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const knapsack = @import("knapsack.zig"); | ||
const Item = knapsack.Item; | ||
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test "no items" { | ||
const expected: usize = 0; | ||
const items: [0]Item = .{}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 100, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "one item, too heavy" { | ||
const expected: usize = 0; | ||
const items: [1]Item = .{ | ||
Item.init(100, 1), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 10, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "five items (cannot be greedy by weight)" { | ||
const expected: usize = 21; | ||
const items: [5]Item = .{ | ||
Item.init(2, 5), | ||
Item.init(2, 5), | ||
Item.init(2, 5), | ||
Item.init(2, 5), | ||
Item.init(10, 21), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 10, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "five items (cannot be greedy by value)" { | ||
const expected: usize = 80; | ||
const items: [5]Item = .{ | ||
Item.init(2, 20), | ||
Item.init(2, 20), | ||
Item.init(2, 20), | ||
Item.init(2, 20), | ||
Item.init(10, 50), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 10, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "example knapsack" { | ||
const expected: usize = 90; | ||
const items: [4]Item = .{ | ||
Item.init(5, 10), | ||
Item.init(4, 40), | ||
Item.init(6, 30), | ||
Item.init(4, 50), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 10, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "8 items" { | ||
const expected: usize = 900; | ||
const items: [8]Item = .{ | ||
Item.init(25, 350), | ||
Item.init(35, 400), | ||
Item.init(45, 450), | ||
Item.init(5, 20), | ||
Item.init(25, 70), | ||
Item.init(3, 8), | ||
Item.init(2, 5), | ||
Item.init(2, 5), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 104, &items); | ||
try testing.expectEqual(expected, actual); | ||
} | ||
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test "15 items" { | ||
const expected: usize = 1458; | ||
const items: [15]Item = .{ | ||
Item.init(70, 135), | ||
Item.init(73, 139), | ||
Item.init(77, 149), | ||
Item.init(80, 150), | ||
Item.init(82, 156), | ||
Item.init(87, 163), | ||
Item.init(90, 173), | ||
Item.init(94, 184), | ||
Item.init(98, 192), | ||
Item.init(106, 201), | ||
Item.init(110, 210), | ||
Item.init(113, 214), | ||
Item.init(115, 221), | ||
Item.init(118, 229), | ||
Item.init(120, 240), | ||
}; | ||
const actual = try knapsack.maximumValue(testing.allocator, 750, &items); | ||
try testing.expectEqual(expected, actual); | ||
} |