mirror of
https://github.com/Noratrieb/monte-carlo-tree-search.git
synced 2026-01-14 15:25:09 +01:00
dfs and bfs
This commit is contained in:
commit
fdba35e4ac
3 changed files with 92 additions and 0 deletions
3
.gitignore
vendored
Normal file
3
.gitignore
vendored
Normal file
|
|
@ -0,0 +1,3 @@
|
||||||
|
/target
|
||||||
|
Cargo.lock
|
||||||
|
.idea
|
||||||
8
Cargo.toml
Normal file
8
Cargo.toml
Normal file
|
|
@ -0,0 +1,8 @@
|
||||||
|
[package]
|
||||||
|
name = "game_trees"
|
||||||
|
version = "0.1.0"
|
||||||
|
edition = "2021"
|
||||||
|
|
||||||
|
# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
|
||||||
|
|
||||||
|
[dependencies]
|
||||||
81
src/lib.rs
Normal file
81
src/lib.rs
Normal file
|
|
@ -0,0 +1,81 @@
|
||||||
|
#![allow(dead_code)]
|
||||||
|
|
||||||
|
pub struct Node<T> {
|
||||||
|
value: T,
|
||||||
|
children: Vec<Node<T>>,
|
||||||
|
}
|
||||||
|
|
||||||
|
#[macro_export]
|
||||||
|
macro_rules! tree {
|
||||||
|
($first:expr $(, $($rest:expr),*)?) => {
|
||||||
|
$crate::Node {
|
||||||
|
value: $first,
|
||||||
|
children: vec![$($($rest),*)?],
|
||||||
|
}
|
||||||
|
};
|
||||||
|
}
|
||||||
|
|
||||||
|
mod search {
|
||||||
|
use crate::Node;
|
||||||
|
use std::collections::VecDeque;
|
||||||
|
|
||||||
|
pub fn breadth_first_search<T: Eq>(tree: &Node<T>, searched: &T) -> bool {
|
||||||
|
let mut candidates = VecDeque::new();
|
||||||
|
candidates.push_back(tree);
|
||||||
|
|
||||||
|
loop {
|
||||||
|
if let Some(candidate) = candidates.pop_front() {
|
||||||
|
if candidate.value == *searched {
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
candidates.extend(candidate.children.iter());
|
||||||
|
} else {
|
||||||
|
break;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
false
|
||||||
|
}
|
||||||
|
|
||||||
|
pub fn depth_first_search<T: Eq>(tree: &Node<T>, searched: &T) -> bool {
|
||||||
|
if tree.value == *searched {
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
|
||||||
|
for child in &tree.children {
|
||||||
|
if depth_first_search(&child, searched) {
|
||||||
|
return true;
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
false
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
#[cfg(test)]
|
||||||
|
mod tests {
|
||||||
|
use crate::search;
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn dfs() {
|
||||||
|
let tree = tree!(1, tree!(6, tree!(5), tree!(4)), tree!(6));
|
||||||
|
|
||||||
|
let has_seven = search::depth_first_search(&tree, &7);
|
||||||
|
let has_five = search::depth_first_search(&tree, &5);
|
||||||
|
|
||||||
|
assert!(!has_seven);
|
||||||
|
assert!(has_five);
|
||||||
|
}
|
||||||
|
|
||||||
|
#[test]
|
||||||
|
fn bfs() {
|
||||||
|
let tree = tree!(1, tree!(6, tree!(5), tree!(4)), tree!(6));
|
||||||
|
|
||||||
|
let has_seven = search::breadth_first_search(&tree, &7);
|
||||||
|
let has_five = search::breadth_first_search(&tree, &5);
|
||||||
|
|
||||||
|
assert!(!has_seven);
|
||||||
|
assert!(has_five);
|
||||||
|
}
|
||||||
|
}
|
||||||
Loading…
Add table
Add a link
Reference in a new issue