use std::io::{self, Read, Write}; use std::time::Instant; const FOREST_SIZE: usize = 50; const CUT_LIMIT: usize = 100; const DEFAULT_SAMPLES: usize = 15; fn get_index(step: usize, position: usize, n: usize, horizontal: bool) -> usize { if horizontal { position * n + step } else { step * n + position } } fn get_dryness( grid: &[u8], cut: &[bool], step: usize, position: isize, n: usize, horizontal: bool, ) -> u8 { if !(0..n as isize).contains(&position) { return 0; } let index = get_index(step, position as usize, n, horizontal); if cut[index] { 0 } else { grid[index] } } fn calculate_difference( grid: &[u8], cut: &[bool], step: usize, position: usize, n: usize, horizontal: bool, ) -> u8 { // 確率の共通分母10を除き、乾燥度の差を整数で比較する。 get_dryness(grid, cut, step, position as isize - 1, n, horizontal).abs_diff(get_dryness( grid, cut, step, position as isize + 1, n, horizontal, )) } fn select_next( grid: &[u8], cut: &[bool], step: usize, position: usize, n: usize, horizontal: bool, ) -> Option { let mut best = None; let mut best_key = None; for candidate in position.saturating_sub(1)..=(position + 1).min(n - 1) { if get_dryness(grid, cut, step, candidate as isize, n, horizontal) == 0 { continue; } let difference = calculate_difference(grid, cut, step, candidate, n, horizontal); // 中央との距離を2倍して、24.5との比較も整数で行う。 let center_distance = (2 * candidate).abs_diff(n - 1); let key = (difference, n - center_distance, candidate == position); if best_key.is_none_or(|previous| key > previous) { best = Some(candidate); best_key = Some(key); } } best } fn generate_path( grid: &[u8], base_cuts: &[usize], start: usize, n: usize, horizontal: bool, ) -> Vec { let mut cut = vec![false; n * n]; for &index in base_cuts { cut[index] = true; } let mut path = Vec::with_capacity(n); let mut position = start; for step in 0..n { if step > 0 { let Some(next) = select_next(grid, &cut, step, position, n, horizontal) else { continue; }; position = next; } let index = get_index(step, position, n, horizontal); if grid[index] > 0 && !cut[index] { cut[index] = true; path.push(index); } } path } fn select_path( evaluator: &mut Evaluator, grid: &[u8], base_cuts: &[usize], horizontal: bool, ) -> (usize, Vec, u64) { let mut best_start = 0; let mut best_path = Vec::new(); let mut best_sum = u64::MAX; for start in 0..evaluator.n { let path = generate_path(grid, base_cuts, start, evaluator.n, horizontal); let mut cuts = base_cuts.to_vec(); cuts.extend_from_slice(&path); let sum = evaluator.sum_component_squares(&cuts); // 分母は全候補で共通。同値では開始位置の小さい経路を維持する。 if sum < best_sum { best_start = start; best_path = path; best_sum = sum; } } (best_start, best_path, best_sum) } fn main() { let started = Instant::now(); let mut input = String::new(); io::stdin().read_to_string(&mut input).expect("read stdin"); let mut tokens = input.split_whitespace(); let n: usize = tokens.next().expect("N").parse().expect("integer N"); let k: usize = tokens.next().expect("K").parse().expect("integer K"); assert_eq!(n, FOREST_SIZE, "N must be 50"); assert_eq!(k, CUT_LIMIT, "K must be 100"); let mut grid = Vec::with_capacity(n * n); for _ in 0..n { let row = tokens.next().expect("grid row"); assert_eq!(row.len(), n, "grid row must contain N digits"); for digit in row.bytes() { assert!(digit.is_ascii_digit(), "grid must contain digits"); grid.push(digit - b'0'); } } assert!(tokens.next().is_none(), "unexpected trailing input"); let sample_count = match std::env::var("SAMPLES") { Ok(value) => value.parse::().expect("SAMPLES must be an integer"), Err(std::env::VarError::NotPresent) => DEFAULT_SAMPLES, Err(error) => panic!("invalid SAMPLES: {error}"), }; let mut evaluator = Evaluator::new(n, &grid, sample_count); let baseline = evaluator.sum_component_squares(&[]); let (column, mut cuts, _) = select_path(&mut evaluator, &grid, &[], false); let (row, second_path, best_sum) = select_path(&mut evaluator, &grid, &cuts, true); cuts.extend_from_slice(&second_path); assert!(cuts.len() <= k); let mut output = io::BufWriter::new(io::stdout().lock()); writeln!(output, "{}", cuts.len()).expect("write M"); for &index in &cuts { writeln!(output, "{} {}", index / n, index % n).expect("write coordinates"); } output.flush().expect("flush stdout"); eprintln!( "elapsed_seconds={:.6} c={} r={} E={:.12} E0={:.12} M={}", started.elapsed().as_secs_f64(), column, row, evaluator.expectation(best_sum), evaluator.expectation(baseline), cuts.len(), ); } const SEED: u64 = 42; const DRYNESS_SCALE: u64 = 10; struct SplitMix64 { state: u64, } impl SplitMix64 { fn next(&mut self) -> u64 { self.state = self.state.wrapping_add(0x9e3779b97f4a7c15); let mut value = self.state; value = (value ^ (value >> 30)).wrapping_mul(0xbf58476d1ce4e5b9); value = (value ^ (value >> 27)).wrapping_mul(0x94d049bb133111eb); value ^ (value >> 31) } fn draw_dryness(&mut self) -> u64 { // 剰余の偏りを避け、0以上10未満を一様に生成する。 let threshold = DRYNESS_SCALE.wrapping_neg() % DRYNESS_SCALE; loop { let value = self.next(); if value >= threshold { return value % DRYNESS_SCALE; } } } } pub struct Evaluator { n: usize, stride: usize, samples: Vec>, remaining: Vec, stack: Vec, } impl Evaluator { pub fn new(n: usize, grid: &[u8], sample_count: usize) -> Self { assert!(sample_count > 0, "SAMPLES must be positive"); assert_eq!(grid.len(), n * n); let stride = n + 2; let area = stride * stride; let mut rng = SplitMix64 { state: SEED }; let samples = (0..sample_count) .map(|_| { // 外周を木なしにして、4近傍の境界判定を不要にする。 let mut sample = vec![0; area]; for (index, &dryness) in grid.iter().enumerate() { if dryness > 0 && rng.draw_dryness() < u64::from(dryness) { sample[(index / n + 1) * stride + index % n + 1] = 1; } } sample }) .collect(); Self { n, stride, samples, remaining: vec![0; area], stack: Vec::with_capacity(n * n), } } pub fn sum_component_squares(&mut self, cuts: &[usize]) -> u64 { let mut total = 0; for sample in &self.samples { self.remaining.copy_from_slice(sample); for &index in cuts { self.remaining[(index / self.n + 1) * self.stride + index % self.n + 1] = 0; } for row in 1..=self.n { for column in 1..=self.n { let start = row * self.stride + column; if self.remaining[start] == 0 { continue; } self.remaining[start] = 0; self.stack.push(start); let mut size = 0_u64; while let Some(index) = self.stack.pop() { size += 1; for neighbor in [ index - self.stride, index + self.stride, index - 1, index + 1, ] { if self.remaining[neighbor] != 0 { self.remaining[neighbor] = 0; self.stack.push(neighbor); } } } total += size * size; } } } total } pub fn expectation(&self, sum: u64) -> f64 { sum as f64 / (self.n * self.n) as f64 / self.samples.len() as f64 } } #[cfg(test)] mod tests { use super::*; #[test] fn retain_first_path_on_ties() { let grid = [0; 9]; let mut evaluator = Evaluator::new(3, &grid, 2); assert_eq!( select_path(&mut evaluator, &grid, &[], false), (0, vec![], 0) ); assert_eq!( select_path(&mut evaluator, &grid, &[], true), (0, vec![], 0) ); } #[test] fn evaluate_components_and_cuts() { let mut evaluator = Evaluator::new(3, &[0; 9], 2); evaluator.samples[0] = vec![0; 25]; evaluator.samples[1] = vec![0; 25]; for index in [6, 7, 8, 13, 16, 17] { evaluator.samples[0][index] = 1; } evaluator.samples[1][6] = 1; // 第1サンプルは大きさ4と2、第2サンプルは大きさ1。 assert_eq!(evaluator.sum_component_squares(&[]), 21); assert_eq!(evaluator.sum_component_squares(&[1, 3, 4, 5, 7]), 4); assert_eq!(evaluator.expectation(21), 21.0 / 18.0); assert_eq!(evaluator.sum_component_squares(&[]), 21); } #[test] fn calculate_difference_with_boundaries_water_and_cuts() { let grid = [9, 1, 4, 0, 7, 0, 0, 0, 0]; let mut cut = vec![false; 9]; assert_eq!(calculate_difference(&grid, &cut, 0, 0, 3, false), 1); assert_eq!(calculate_difference(&grid, &cut, 0, 1, 3, false), 5); assert_eq!(calculate_difference(&grid, &cut, 0, 2, 3, false), 1); assert_eq!(calculate_difference(&grid, &cut, 1, 1, 3, false), 0); cut[0] = true; assert_eq!(calculate_difference(&grid, &cut, 0, 1, 3, false), 4); assert_eq!(calculate_difference(&grid, &cut, 1, 1, 3, true), 1); } #[test] fn select_largest_difference_before_center() { let mut grid = vec![0; 25]; grid[5..10].copy_from_slice(&[9, 1, 1, 1, 0]); let cut = vec![false; 25]; assert_eq!(select_next(&grid, &cut, 1, 2, 5, false), Some(1)); } #[test] fn break_ties_by_center_then_straight() { let grid = vec![1; FOREST_SIZE * FOREST_SIZE]; let cut = vec![false; grid.len()]; for horizontal in [false, true] { assert_eq!(select_next(&grid, &cut, 1, 23, 50, horizontal), Some(24)); assert_eq!(select_next(&grid, &cut, 1, 24, 50, horizontal), Some(24)); assert_eq!(select_next(&grid, &cut, 1, 25, 50, horizontal), Some(25)); assert_eq!(select_next(&grid, &cut, 1, 26, 50, horizontal), Some(25)); } } #[test] fn skip_unavailable_candidates_and_resume_at_same_position() { let mut grid = vec![0; 25]; grid[8] = 9; grid[12] = 7; grid[22] = 6; let mut cut = vec![false; 25]; cut[8] = true; assert_eq!(select_next(&grid, &cut, 1, 2, 5, false), None); assert_eq!(generate_path(&grid, &[8], 2, 5, false), vec![12, 22]); let transposed: Vec<_> = (0..25).map(|i| grid[i % 5 * 5 + i / 5]).collect(); assert_eq!(generate_path(&transposed, &[16], 2, 5, true), vec![12, 14]); } #[test] fn exclude_cut_start_and_cut_only_existing_trees() { let grid = vec![1; 9]; assert_eq!(generate_path(&grid, &[1], 1, 3, false), vec![3, 6]); assert_eq!(generate_path(&grid, &[3], 1, 3, true), vec![1, 2]); let mut evaluator = Evaluator::new(3, &grid, 2); let (_, mut cuts, _) = select_path(&mut evaluator, &grid, &[], false); let (_, second, sum) = select_path(&mut evaluator, &grid, &cuts, true); cuts.extend(second); let mut unique = cuts.clone(); unique.sort_unstable(); unique.dedup(); assert_eq!(unique.len(), cuts.len()); assert!(cuts.len() <= 6); assert_eq!(sum, evaluator.sum_component_squares(&cuts)); } #[test] fn generate_reproducible_samples_without_water() { let grid = [0, 9, 1, 0]; let first = Evaluator::new(2, &grid, 50); let second = Evaluator::new(2, &grid, 50); assert_eq!(first.samples, second.samples); for sample in &first.samples { assert_eq!(sample[5], 0); assert_eq!(sample[10], 0); } } }