結果

問題 No.5025 Forest Fire
コンテスト
ユーザー nmnmnmnm
提出日時 2026-10-24 16:48:52
言語 C++23(gcc16)
(gcc 16.2.0 + boost 1.92.0 + ACL)
コンパイル:
g++-16 -O2 -lm -std=c++23 -Wuninitialized -DONLINE_JUDGE -o a.out _filename_
実行:
./a.out
結果
AC  
実行時間 1,912 ms / 2,000 ms
+ 525µs
コード長 14,001 bytes
記録
記録タグの例:
初AC ショートコード 純ショートコード 純主流ショートコード 最速実行時間
コンパイル時間 3,584 ms
コンパイル使用メモリ 365,460 KB
実行使用メモリ 9,928 KB
スコア 154,275,904
最終ジャッジ日時 2026-10-24 16:51:56
合計ジャッジ時間 158,491 ms
ジャッジサーバーID
(参考情報)
judge2_0 / <nil>
純コード判定しない問題か言語
このコードへのチャレンジ
(要ログイン)
ファイルパターン 結果
other AC * 50
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ソースコード

diff #
raw source code

// https://github.com/nmnmnmnm04/ahc-template

#include <bits/stdc++.h>
#include <cassert>

using namespace std;

using ll = long long;
using ld = long double;
using u64 = unsigned long long;
using u128 = unsigned __int128;

#define rep(i, n) for (ll i = 0; i < (n); ++i)
#define drep(i, n) for (ll i = (n) - 1; i >= 0; --i)
#define nfor(i, s, n) for (ll i = (s); i < (n); ++i)
#define fi first
#define se second
#define mp make_pair
#define pb push_back
#define endl "\n"
#define nall(v) (v).begin(), (v).end()
#define rall(v) (v).rbegin(), (v).rend()
#define pcnt(x) __builtin_popcountll(x)
#define next_p(v) next_permutation((v).begin(), (v).end())

template <class T, class U>
bool chmin(T& current, const U& candidate) {
    if (current <= candidate) return false;
    current = candidate;
    return true;
}

template <class T, class U>
bool chmax(T& current, const U& candidate) {
    if (current >= candidate) return false;
    current = candidate;
    return true;
}

const ll INF = 1LL << 61;

// 先頭4方向は U, D, L, R、後ろ4方向は斜め
const int di[8] = {-1, 1, 0, 0, -1, -1, 1, 1};
const int dj[8] = {0, 0, -1, 1, -1, 1, -1, 1};
const char dc[4] = {'U', 'D', 'L', 'R'};

bool in_grid(ll i, ll j, ll h, ll w) {
    return 0 <= i && i < h && 0 <= j && j < w;
}

#ifndef AHC_TEMPLATE_DEBUG
#define AHC_TEMPLATE_DEBUG 0
#endif
constexpr bool DEBUG = AHC_TEMPLATE_DEBUG;

class Timer {
public:
    using Clock = chrono::steady_clock;

    explicit Timer(double time_limit_seconds)
        : started_at_(Clock::now()), time_limit_seconds_(time_limit_seconds) {}

    void reset() { started_at_ = Clock::now(); }

    double elapsed() const {
        return chrono::duration<double>(Clock::now() - started_at_).count();
    }

    bool expired() const { return elapsed() >= time_limit_seconds_; }

    double time_limit() const { return time_limit_seconds_; }

    double remaining() const {
        return max(0.0, time_limit_seconds_ - elapsed());
    }

    double progress() const {
        if (time_limit_seconds_ <= 0.0) return 1.0;
        return min(1.0, max(0.0, elapsed() / time_limit_seconds_));
    }

private:
    Clock::time_point started_at_;
    double time_limit_seconds_;
};

// SplitMix64、高速かつシードを固定するとローカル実験を再現できる
class Random {
public:
    explicit Random(u64 seed = 0x123456789abcdef0ULL) : state_(seed) {}

    u64 next_u64() {
        u64 value = (state_ += 0x9e3779b97f4a7c15ULL);
        value = (value ^ (value >> 30)) * 0xbf58476d1ce4e5b9ULL;
        value = (value ^ (value >> 27)) * 0x94d049bb133111ebULL;
        return value ^ (value >> 31);
    }

    // [0, upper)
    int uniform_int(int upper) {
        assert(upper > 0);
        const u128 product = u128(next_u64()) * upper;
        return int(product >> 64);
    }

    // [lower, upper)
    int uniform_int(int lower, int upper) {
        assert(lower < upper);
        return lower + uniform_int(upper - lower);
    }

    // [0, 1)
    double uniform01() {
        return double(next_u64() >> 11) / 9007199254740992.0;
    }

private:
    u64 state_;
};

constexpr double TIME_LIMIT = 1.92;
Timer timer(TIME_LIMIT);
Random rng(0x123456789abcdef0ULL);

struct Forest {
    int n;
    int k;
    vector<string> d;
    vector<string> original_d;
    vector<int> danger;
    int total_start_weight = 0;
    vector<int> cut_cells;
    vector<vector<int>> cut_lines;

    Forest(vector<string> dryness, int budget)
        : n(int(dryness.size())), k(budget), d(move(dryness)), original_d(d),
          danger(n * n, 0) {
        rep(i, n) rep(j, n) {
            const int id = int(i * n + j);
            const int value = d[i][j] - '0';
            danger[id] = value * value;
            rep(direction, 4) {
                const int ni = int(i) + di[direction];
                const int nj = int(j) + dj[direction];
                if (!in_grid(ni, nj, n, n)) continue;
                const int neighbor = d[ni][nj] - '0';
                danger[id] += neighbor * neighbor;
            }
            if (value > 0) total_start_weight += danger[id];
        }
    }

    bool has_tree(int id) const {
        return 0 <= id && id < n * n && d[id / n][id % n] != '0';
    }

    // 抽選対象は未伐採の木のみ。重みは自身と4近傍の乾燥度の二乗和。
    int choose_start(Random& random) const {
        if (int(cut_cells.size()) >= k || total_start_weight == 0) return -1;
        int ticket = random.uniform_int(total_start_weight);
        rep(id, n * n) {
            if (!has_tree(int(id))) continue;
            if (ticket < danger[id]) return int(id);
            ticket -= danger[id];
        }
        assert(false);
        return -1;
    }

    bool cut_tree(int id) {
        if (int(cut_cells.size()) >= k || !has_tree(id)) return false;
        const int i = id / n;
        const int j = id % n;
        const int value = d[i][j] - '0';
        const int removed = value * value;

        total_start_weight -= danger[id];
        d[i][j] = '0';
        danger[id] -= removed;
        rep(direction, 4) {
            const int ni = i + di[direction];
            const int nj = j + dj[direction];
            if (!in_grid(ni, nj, n, n)) continue;
            const int neighbor_id = ni * n + nj;
            danger[neighbor_id] -= removed;
            if (has_tree(neighbor_id)) total_start_weight -= removed;
        }
        cut_cells.push_back(id);
        return true;
    }

    void apply_cut_line(vector<int> line) {
        assert(!line.empty());
        for (const int id : line) {
            const bool cut = cut_tree(id);
            assert(cut);
            (void)cut;
        }
        cut_lines.push_back(move(line));
    }

    // 指定列の木を元に戻し、危険度・抽選重みを差分更新する。
    void remove_cut_line(int index) {
        assert(0 <= index && index < int(cut_lines.size()));
        const vector<int> removed_line = move(cut_lines[index]);
        cut_lines.erase(cut_lines.begin() + index);
        for (const int id : removed_line) {
            const int i = id / n;
            const int j = id % n;
            assert(d[i][j] == '0' && original_d[i][j] != '0');
            const int value = original_d[i][j] - '0';
            const int restored = value * value;
            d[i][j] = original_d[i][j];
            danger[id] += restored;
            total_start_weight += danger[id];
            rep(direction, 4) {
                const int ni = i + di[direction];
                const int nj = j + dj[direction];
                if (!in_grid(ni, nj, n, n)) continue;
                const int neighbor_id = ni * n + nj;
                danger[neighbor_id] += restored;
                if (has_tree(neighbor_id)) total_start_weight += restored;
            }
        }
        cut_cells.clear();
        for (const auto& line : cut_lines) {
            cut_cells.insert(cut_cells.end(), line.begin(), line.end());
        }
    }
};

constexpr array<int, 4> CUT_LENGTHS = {5, 12, 18, 25};
constexpr int DRY_SIMULATION_COUNT = 5;

// 方向は左上、右上、左下、右下の4種類。長さには開始地点も含める。
vector<int> grow_cut_line(Forest& trial, int start, int direction, int length) {
    assert(0 <= direction && direction < 4);
    vector<int> line;
    const int remaining = trial.k - int(trial.cut_cells.size());
    const int limit = min(length, remaining);
    int current = start;
    while (int(line.size()) < limit && trial.cut_tree(current)) {
        line.push_back(current);
        if (int(line.size()) == limit) break;
        const int ni = current / trial.n + di[direction + 4];
        const int nj = current % trial.n + dj[direction + 4];
        if (!in_grid(ni, nj, trial.n, trial.n)) break;
        current = ni * trial.n + nj;
    }
    return line;
}

vector<unsigned char> sample_dryness(const Forest& forest, Random& random) {
    vector<unsigned char> dry(forest.n * forest.n);
    rep(id, forest.n * forest.n) {
        const int value = forest.d[id / forest.n][id % forest.n] - '0';
        dry[id] = random.uniform_int(10) < value;
    }
    return dry;
}

// 乾燥した木の4近傍連結成分について、サイズの二乗和を返す。
ll component_square_sum(int n, vector<unsigned char> dry) {
    vector<int> queue;
    queue.reserve(n * n);
    ll score = 0;
    rep(start, n * n) {
        if (!dry[start]) continue;
        queue.clear();
        queue.push_back(int(start));
        dry[start] = false;
        for (size_t head = 0; head < queue.size(); ++head) {
            const int id = queue[head];
            const int i = id / n;
            const int j = id % n;
            rep(direction, 4) {
                const int ni = i + di[direction];
                const int nj = j + dj[direction];
                if (!in_grid(ni, nj, n, n)) continue;
                const int neighbor = ni * n + nj;
                if (!dry[neighbor]) continue;
                dry[neighbor] = false;
                queue.push_back(neighbor);
            }
        }
        const ll size = ll(queue.size());
        score += size * size;
    }
    return score;
}

ll evaluate_forest(const Forest& forest, Random& random, const Timer* deadline = nullptr) {
    ll score = 0;
    rep(sample, DRY_SIMULATION_COUNT) {
        if (deadline != nullptr && deadline->expired()) return INF;
        score += component_square_sum(forest.n, sample_dryness(forest, random));
    }
    // 全候補で共通の係数1/(5*N*N)は、比較結果を変えないため省略。
    return score;
}

struct ScoredLine {
    vector<int> cells;
    ll score = INF;
};

ScoredLine choose_cut_line(const Forest& forest, int start, Random& random,
                          const Timer* deadline = nullptr, int fixed_length = 0) {
    ScoredLine best;
    rep(direction, 4) {
        const int length_count = fixed_length > 0 ? 1 : int(CUT_LENGTHS.size());
        rep(length_index, length_count) {
            const int length = fixed_length > 0 ? fixed_length : CUT_LENGTHS[length_index];
            if (deadline != nullptr && deadline->expired()) return best;
            Forest trial = forest;
            vector<int> line = grow_cut_line(trial, start, int(direction), length);
            const ll score = evaluate_forest(trial, random, deadline);
            // 同点では先に調べた候補を保持する。
            if (score < best.score) {
                best.score = score;
                best.cells = move(line);
            }
        }
    }
    return best;
}

void solve(Forest& forest, Random& random) {
    while (true) {
        const int start = forest.choose_start(random);
        if (start == -1) break;
        ScoredLine best = choose_cut_line(forest, start, random);
        forest.apply_cut_line(move(best.cells));
    }
}

array<int, 2> sample_split_lengths(int length, Random& random) {
    assert(length >= 10);
    const int center = length / 2;
    const int radius = length / 10 + 1;
    return {random.uniform_int(center - radius, center + radius + 1),
            random.uniform_int(center - radius, center + radius + 1)};
}

// 開始地点を危険度の重み付き抽選で選び、最良の列を設置する。
// fixed_length == 0 のときは初期解と同じ4種類の長さを試す。
ll place_best_line(Forest& forest, Random& random, const Timer* deadline = nullptr,
                   int fixed_length = 0) {
    if (deadline != nullptr && deadline->expired()) return INF;
    const int start = forest.choose_start(random);
    if (start == -1) return INF;
    ScoredLine best = choose_cut_line(forest, start, random, deadline, fixed_length);
    if (deadline != nullptr && deadline->expired()) return INF;
    if (best.cells.empty()) return INF;
    forest.apply_cut_line(move(best.cells));
    return best.score;
}

bool try_relocate_line(Forest& forest, int index, ll& current_score, Random& random,
                       const Timer* deadline = nullptr) {
    if (deadline != nullptr && deadline->expired()) return false;
    const int removed_length = int(forest.cut_lines[index].size());
    Forest base = forest;
    base.remove_cut_line(index);

    Forest candidate = base;
    ll candidate_score = place_best_line(candidate, random, deadline);
    if (removed_length >= 10) {
        if (deadline != nullptr && deadline->expired()) return false;
        const auto lengths = sample_split_lengths(removed_length, random);
        Forest split_candidate = base;
        const ll first_score = place_best_line(split_candidate, random, deadline, lengths[0]);
        if (first_score == INF) return false;
        const ll split_score = place_best_line(split_candidate, random, deadline, lengths[1]);
        if (split_score < candidate_score) {
            candidate_score = split_score;
            candidate = move(split_candidate);
        }
    }
    if (deadline != nullptr && deadline->expired()) return false;
    if (candidate_score >= current_score) return false;
    forest = move(candidate);
    current_score = candidate_score;
    return true;
}

void hill_climb(Forest& forest, Random& random, const Timer& deadline) {
    if (forest.cut_lines.empty() || deadline.expired()) return;
    ll current_score = evaluate_forest(forest, random, &deadline);
    while (!deadline.expired()) {
        const int index = random.uniform_int(int(forest.cut_lines.size()));
        try_relocate_line(forest, index, current_score, random, &deadline);
    }
}

#ifndef AHC_TEMPLATE_NO_MAIN
int main() {
    ios::sync_with_stdio(false);
    cin.tie(nullptr);

    int n, k;
    if (!(cin >> n >> k)) return 0;
    vector<string> d(n);
    for (string& row : d) cin >> row;
    Forest forest(move(d), k);

    solve(forest, rng);
    hill_climb(forest, rng, timer);
    cout << forest.cut_cells.size() << '\n';
    for (const int id : forest.cut_cells) {
        cout << id / n << ' ' << id % n << '\n';
    }
    return 0;
}
#endif
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