-
Notifications
You must be signed in to change notification settings - Fork 519
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
* Add knapsack exercise * Underscore unused params, turn string diff to int diff
- Loading branch information
Showing
9 changed files
with
360 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,32 @@ | ||
# Instructions | ||
|
||
In this exercise, let's try to solve a classic problem. | ||
|
||
Bob is a thief. | ||
After months of careful planning, he finally manages to crack the security systems of a high-class apartment. | ||
|
||
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). | ||
|
||
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. | ||
|
||
All values given will be strictly positive. | ||
Items will be represented as a list of pairs, `wi` and `vi`, where the first element `wi` is the weight of the *i*th item and `vi` is the value for that item. | ||
|
||
For example: | ||
|
||
Items: [ | ||
{ "weight": 5, "value": 10 }, | ||
{ "weight": 4, "value": 40 }, | ||
{ "weight": 6, "value": 30 }, | ||
{ "weight": 4, "value": 50 } | ||
] | ||
|
||
Knapsack Limit: 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, 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. |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,8 @@ | ||
# Generated by Cargo | ||
# Will have compiled files and executables | ||
/target/ | ||
**/*.rs.bk | ||
|
||
# Remove Cargo.lock from gitignore if creating an executable, leave it for libraries | ||
# More information here http://doc.crates.io/guide.html#cargotoml-vs-cargolock | ||
Cargo.lock |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,20 @@ | ||
{ | ||
"authors": [ | ||
"dem4ron" | ||
], | ||
"files": { | ||
"solution": [ | ||
"src/lib.rs", | ||
"Cargo.toml" | ||
], | ||
"test": [ | ||
"tests/knapsack.rs" | ||
], | ||
"example": [ | ||
".meta/example.rs" | ||
] | ||
}, | ||
"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" | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,26 @@ | ||
pub struct Item { | ||
pub weight: u32, | ||
pub value: u32, | ||
} | ||
|
||
pub fn maximum_value(max_weight: u32, items: Vec<Item>) -> u32 { | ||
let mut max_values = vec![vec![0; (max_weight + 1) as usize]; items.len() + 1]; | ||
|
||
for i in 1..=items.len() { | ||
let item_weight = items[i - 1].weight as usize; | ||
let item_value = items[i - 1].value; | ||
|
||
for w in 0..=(max_weight as usize) { | ||
if item_weight <= w { | ||
max_values[i][w] = std::cmp::max( | ||
max_values[i - 1][w], | ||
max_values[i - 1][w - item_weight] + item_value, | ||
); | ||
} else { | ||
max_values[i][w] = max_values[i - 1][w]; | ||
} | ||
} | ||
} | ||
|
||
max_values[items.len()][max_weight as usize] | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,31 @@ | ||
# 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" | ||
|
||
[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" |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,8 @@ | ||
[package] | ||
name = "knapsack" | ||
version = "0.1.0" | ||
edition = "2021" | ||
|
||
# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html | ||
|
||
[dependencies] |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,8 @@ | ||
pub struct Item { | ||
pub weight: u32, | ||
pub value: u32, | ||
} | ||
|
||
pub fn maximum_value(_max_weight: u32, _items: Vec<Item>) -> u32 { | ||
unimplemented!("Solve the knapsack exercise"); | ||
} |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,219 @@ | ||
use knapsack::*; | ||
|
||
#[test] | ||
fn test_example_knapsack() { | ||
let max_weight = 10; | ||
let items = vec![ | ||
Item { | ||
weight: 5, | ||
value: 10, | ||
}, | ||
Item { | ||
weight: 4, | ||
value: 40, | ||
}, | ||
Item { | ||
weight: 6, | ||
value: 30, | ||
}, | ||
Item { | ||
weight: 4, | ||
value: 50, | ||
}, | ||
]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 90); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_no_items() { | ||
let max_weight = 100; | ||
let items = vec![]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 0); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_one_item_too_heavy() { | ||
let max_weight = 10; | ||
let items = vec![Item { | ||
weight: 100, | ||
value: 1, | ||
}]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 0); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_five_items_cannot_be_greedy_by_weight() { | ||
let max_weight = 10; | ||
let items = vec![ | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
Item { | ||
weight: 10, | ||
value: 21, | ||
}, | ||
]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 21); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_five_items_cannot_be_greedy_by_value() { | ||
let max_weight = 10; | ||
let items = vec![ | ||
Item { | ||
weight: 2, | ||
value: 20, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 20, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 20, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 20, | ||
}, | ||
Item { | ||
weight: 10, | ||
value: 50, | ||
}, | ||
]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 80); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_8_items() { | ||
let max_weight = 104; | ||
let items = vec![ | ||
Item { | ||
weight: 25, | ||
value: 350, | ||
}, | ||
Item { | ||
weight: 35, | ||
value: 400, | ||
}, | ||
Item { | ||
weight: 45, | ||
value: 450, | ||
}, | ||
Item { | ||
weight: 5, | ||
value: 20, | ||
}, | ||
Item { | ||
weight: 25, | ||
value: 70, | ||
}, | ||
Item { | ||
weight: 3, | ||
value: 8, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
Item { | ||
weight: 2, | ||
value: 5, | ||
}, | ||
]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 900); | ||
} | ||
|
||
#[test] | ||
#[ignore] | ||
fn test_15_items() { | ||
let max_weight = 750; | ||
let items = vec![ | ||
Item { | ||
weight: 70, | ||
value: 135, | ||
}, | ||
Item { | ||
weight: 73, | ||
value: 139, | ||
}, | ||
Item { | ||
weight: 77, | ||
value: 149, | ||
}, | ||
Item { | ||
weight: 80, | ||
value: 150, | ||
}, | ||
Item { | ||
weight: 82, | ||
value: 156, | ||
}, | ||
Item { | ||
weight: 87, | ||
value: 163, | ||
}, | ||
Item { | ||
weight: 90, | ||
value: 173, | ||
}, | ||
Item { | ||
weight: 94, | ||
value: 184, | ||
}, | ||
Item { | ||
weight: 98, | ||
value: 192, | ||
}, | ||
Item { | ||
weight: 106, | ||
value: 201, | ||
}, | ||
Item { | ||
weight: 110, | ||
value: 210, | ||
}, | ||
Item { | ||
weight: 113, | ||
value: 214, | ||
}, | ||
Item { | ||
weight: 115, | ||
value: 221, | ||
}, | ||
Item { | ||
weight: 118, | ||
value: 229, | ||
}, | ||
Item { | ||
weight: 120, | ||
value: 240, | ||
}, | ||
]; | ||
|
||
assert_eq!(maximum_value(max_weight, items), 1458); | ||
} |