// BEGIN: ../sakumon/bonsai/zero_sum_game/sol_m1une.cpp #line 1 "..::sakumon::bonsai::zero_sum_game::sol_m1une.cpp" // BEGIN: pch.hpp #line 3 "pch.hpp" #if defined(__GNUC__) && !defined(__clang__) #pragma GCC optimize("O3") #pragma GCC optimize("unroll-loops") #endif #define dump(...) #define CPP_DUMP_SET_OPTION(...) #define CPP_DUMP_DEFINE_EXPORT_OBJECT(...) #define CPP_DUMP_DEFINE_EXPORT_ENUM(...) #define CPP_DUMP_DEFINE_DANGEROUS_EXPORT_OBJECT(...) // BEGIN: template.hpp #line 3 "template.hpp" #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include // BEGIN: utilities/fast_io.hpp #line 3 "utilities::fast_io.hpp" #include #include #include #include #include #include #include #include #include #include #include #include #include #include #include namespace m1une { namespace utilities { namespace internal { // Detect std::begin(x), std::end(x). template struct is_range : std::false_type {}; template struct is_range())), decltype(std::end(std::declval())) >> : std::true_type {}; template inline constexpr bool is_range_v = is_range::value; template using range_reference_t = decltype(*std::begin(std::declval())); template using range_value_t = std::remove_cv_t>>; template struct range_stored_value { using type = range_value_t; }; template struct range_stored_value>::value_type>> { using type = typename std::remove_cv_t>::value_type; }; template using range_stored_value_t = typename range_stored_value::type; // Treat strings and C strings as scalar output objects, not as ranges. template struct is_char_array : std::false_type {}; template struct is_char_array : std::bool_constant, char>> {}; template struct is_string_like : std::bool_constant< std::is_same_v, std::string> || std::is_same_v, const char*> || std::is_same_v, char*> || is_char_array>::value > {}; template inline constexpr bool is_string_like_v = is_string_like::value; // ModInt-like type: x.val() is printable, and x can be assigned from long long. template struct has_val_method : std::false_type {}; template struct has_val_method().val())>> : std::true_type {}; template inline constexpr bool has_val_method_v = has_val_method::value; template struct has_static_mod_raw : std::false_type {}; template struct has_static_mod_raw< T, std::void_t()))>> : std::true_type {}; template inline constexpr bool has_static_mod_raw_v = has_static_mod_raw::value; // libstdc++ before GCC 16 does not classify __int128 as an integral type in // strict ISO modes such as -std=c++23. Keep the fast-I/O interface independent // of that implementation detail. template inline constexpr bool is_integral_v = std::is_integral_v || std::is_same_v, __int128_t> || std::is_same_v, __uint128_t>; template inline constexpr bool is_signed_v = std::is_signed_v || std::is_same_v, __int128_t>; template struct make_unsigned { using type = std::make_unsigned_t; }; template <> struct make_unsigned<__int128_t> { using type = __uint128_t; }; template <> struct make_unsigned<__uint128_t> { using type = __uint128_t; }; template using make_unsigned_t = typename make_unsigned>::type; } // namespace internal struct FastInput { static constexpr int buffer_size = 1 << 20; private: std::FILE* _stream; char _buffer[buffer_size]; int _position; int _length; int _file_descriptor; bool _streaming; bool refill() { _position = 0; if (_streaming) { ssize_t length; do { length = ::read(_file_descriptor, _buffer, buffer_size); } while (length < 0 && errno == EINTR); if (length <= 0) { _length = 0; return false; } _length = int(length); } else { _length = int(std::fread(_buffer, 1, buffer_size, _stream)); } return _length != 0; } template bool read_integer_from_stream(T& value) { if (!skip_spaces()) return false; int c = read_char_raw(); bool negative = false; if (c == '-') { negative = true; c = read_char_raw(); } if constexpr (internal::is_signed_v) { T result = 0; while ('0' <= c && c <= '9') { result = negative ? result * 10 - (c - '0') : result * 10 + (c - '0'); c = read_char_raw(); } value = result; } else { T result = 0; while ('0' <= c && c <= '9') { result = result * 10 + T(c - '0'); c = read_char_raw(); } value = negative ? T(0) - result : result; } return true; } bool prepare_number() { if (_length - _position >= 64) return true; const int remaining = _length - _position; if (remaining > 0) std::memmove(_buffer, _buffer + _position, remaining); const int added = int(std::fread(_buffer + remaining, 1, buffer_size - remaining, _stream)); _position = 0; _length = remaining + added; if (_length < buffer_size) _buffer[_length] = '\0'; return _length != 0; } public: explicit FastInput(std::FILE* stream = stdin) : _stream(stream), _position(0), _length(0), _file_descriptor(::fileno(stream)), _streaming([&] { struct stat status; return _file_descriptor >= 0 && ::fstat(_file_descriptor, &status) == 0 && !S_ISREG(status.st_mode); }()) {} FastInput(const FastInput&) = delete; FastInput& operator=(const FastInput&) = delete; int read_char_raw() { if (_position == _length && !refill()) return EOF; return _buffer[_position++]; } bool skip_spaces() { int c = read_char_raw(); while (c != EOF && c <= ' ') c = read_char_raw(); if (c == EOF) return false; --_position; return true; } bool read(char& value) { if (!skip_spaces()) return false; value = char(read_char_raw()); return true; } bool read(std::string& value) { if (!skip_spaces()) return false; value.clear(); while (true) { const int begin = _position; while (_position < _length && static_cast(_buffer[_position]) > ' ') { ++_position; } value.append(_buffer + begin, _position - begin); if (_position < _length) { ++_position; return true; } if (!refill()) return true; } } bool read(bool& value) { int x; if (!read(x)) return false; value = x != 0; return true; } template std::enable_if_t< internal::is_integral_v && !std::is_same_v, bool> && !std::is_same_v, char>, bool > read(T& value) { if (_streaming) return read_integer_from_stream(value); if (!prepare_number()) return false; int c = static_cast(_buffer[_position++]); while (c <= ' ') c = static_cast(_buffer[_position++]); bool negative = false; if (c == '-') { negative = true; c = static_cast(_buffer[_position++]); } if constexpr (internal::is_signed_v) { T result = 0; while ('0' <= c && c <= '9') { const int first = c - '0'; const int second = static_cast(_buffer[_position]) - '0'; if (0 <= second && second <= 9) { result = negative ? result * 100 - (first * 10 + second) : result * 100 + (first * 10 + second); ++_position; } else { result = negative ? result * 10 - first : result * 10 + first; } c = static_cast(_buffer[_position++]); } value = result; } else { T result = 0; while ('0' <= c && c <= '9') { const unsigned first = unsigned(c - '0'); const int second = static_cast(_buffer[_position]) - '0'; if (0 <= second && second <= 9) { result = result * 100 + T(first * 10 + unsigned(second)); ++_position; } else { result = result * 10 + T(first); } c = static_cast(_buffer[_position++]); } value = negative ? T(0) - result : result; } if (_position > _length) _position = _length; return true; } template std::enable_if_t, bool> read(T& value) { if (!skip_spaces()) return false; int c = read_char_raw(); bool negative = false; if (c == '-' || c == '+') { negative = c == '-'; c = read_char_raw(); } long double result = 0; while ('0' <= c && c <= '9') { result = result * 10 + (c - '0'); c = read_char_raw(); } if (c == '.') { long double place = 0.1L; c = read_char_raw(); while ('0' <= c && c <= '9') { result += (c - '0') * place; place *= 0.1L; c = read_char_raw(); } } if (c == 'e' || c == 'E') { c = read_char_raw(); bool exponent_negative = false; if (c == '-' || c == '+') { exponent_negative = c == '-'; c = read_char_raw(); } int exponent = 0; while ('0' <= c && c <= '9') { exponent = exponent * 10 + (c - '0'); c = read_char_raw(); } long double scale = 1; long double power = 10; while (exponent > 0) { if (exponent & 1) scale *= power; power *= power; exponent >>= 1; } result = exponent_negative ? result / scale : result * scale; } value = static_cast(negative ? -result : result); return true; } template std::enable_if_t< internal::has_val_method_v && !internal::is_integral_v && !internal::is_range_v, bool > read(T& value) { long long x; if (!read(x)) return false; if constexpr (internal::has_static_mod_raw_v) { if (x >= 0 && uint64_t(x) < uint64_t(T::mod())) { value = T::raw(uint32_t(x)); } else { value = T(x); } } else { value = T(x); } return true; } template bool read(std::pair& value) { if (!read(value.first)) return false; return read(value.second); } template std::enable_if_t< internal::is_range_v && !internal::is_string_like_v, bool > read(Range& range) { using StoredValue = internal::range_stored_value_t; constexpr bool nested = internal::is_range_v && !internal::is_string_like_v; for (auto&& value : range) { if constexpr (std::is_same_v && !nested) { bool x; if (!read(x)) return false; value = x; } else { if (!read(value)) return false; } } return true; } template bool read(First& first, Second& second, Rest&... rest) { if (!read(first)) return false; return read(second, rest...); } template FastInput& operator>>(T& value) { if (!read(value)) std::abort(); return *this; } }; struct FastOutput { static constexpr int buffer_size = 1 << 20; private: inline static const auto digit_quads = [] { std::array result{}; for (int i = 0; i < 10000; i++) { int value = i; for (int j = 3; j >= 0; j--) { result[4 * i + j] = char('0' + value % 10); value /= 10; } } return result; }(); std::FILE* _stream; char _buffer[buffer_size]; int _position; int _precision; std::chars_format _float_format; char _range_separator; public: explicit FastOutput(std::FILE* stream = stdout) : _stream(stream), _position(0), _precision(6), _float_format(std::chars_format::general), _range_separator(' ') {} FastOutput(const FastOutput&) = delete; FastOutput& operator=(const FastOutput&) = delete; ~FastOutput() { flush(); } void flush() { if (_position != 0) { std::fwrite(_buffer, 1, _position, _stream); _position = 0; } std::fflush(_stream); } void write_char(char c) { if (_position == buffer_size) flush(); _buffer[_position++] = c; } void write(const char* s) { while (*s != '\0') write_char(*s++); } void write(const std::string& s) { std::size_t position = 0; while (position < s.size()) { if (_position == buffer_size) flush(); const std::size_t copied = std::min(buffer_size - _position, s.size() - position); std::memcpy(_buffer + _position, s.data() + position, copied); _position += int(copied); position += copied; } } void write(char c) { write_char(c); } void write(bool value) { write_char(value ? '1' : '0'); } template std::enable_if_t> write(T value) { char digits[128]; auto [end, error] = std::to_chars( digits, digits + sizeof(digits), value, _float_format, _precision ); if (error != std::errc()) std::abort(); for (const char* pointer = digits; pointer != end; pointer++) { write_char(*pointer); } } template std::enable_if_t< internal::is_integral_v && !std::is_same_v, bool> && !std::is_same_v, char> > write(T value) { using Raw = std::remove_cv_t; using Unsigned = internal::make_unsigned_t; Unsigned magnitude; if constexpr (internal::is_signed_v) { if (value < 0) { write_char('-'); magnitude = Unsigned(0) - Unsigned(value); } else { magnitude = Unsigned(value); } } else { magnitude = value; } if (magnitude == 0) { write_char('0'); return; } unsigned chunks[16]; int count = 0; while (magnitude >= 10000) { const Unsigned quotient = magnitude / 10000; chunks[count++] = unsigned(magnitude - quotient * 10000); magnitude = quotient; } if (_position > buffer_size - 64) flush(); const unsigned leading = unsigned(magnitude); const char* first = digit_quads.data() + 4 * leading; int skip = leading < 10 ? 3 : leading < 100 ? 2 : leading < 1000 ? 1 : 0; for (; skip < 4; skip++) _buffer[_position++] = first[skip]; while (count--) { const char* digits = digit_quads.data() + 4 * chunks[count]; std::memcpy(_buffer + _position, digits, 4); _position += 4; } } template std::enable_if_t< internal::has_val_method_v && !internal::is_integral_v && !internal::is_range_v > write(const T& value) { write(value.val()); } template void write(const std::pair& value) { write(value.first); write_char(' '); write(value.second); } template std::enable_if_t< internal::is_range_v && !internal::is_string_like_v > write(const Range& range) { using StoredValue = internal::range_stored_value_t; constexpr bool nested = internal::is_range_v && !internal::is_string_like_v; bool first = true; for (const auto& value : range) { if (!first) write_char(nested ? '\n' : _range_separator); first = false; if constexpr (std::is_same_v && !nested) { write(static_cast(value)); } else { write(value); } } } template void print(const First& first, const Rest&... rest) { write(first); ((write_char(' '), write(rest)), ...); } void println() { write_char('\n'); } void set_precision(int precision) { _precision = precision; } void set_fixed(int precision = 6) { _float_format = std::chars_format::fixed; _precision = precision; } void set_general(int precision = 6) { _float_format = std::chars_format::general; _precision = precision; } void set_range_separator(char separator) { _range_separator = separator; } template void println(const Args&... args) { print(args...); write_char('\n'); } template FastOutput& operator<<(const T& value) { write(value); return *this; } }; } // namespace utilities } // namespace m1une // END: utilities/fast_io.hpp #line 103 "template.hpp" using namespace std; namespace m1une { namespace template_io { inline utilities::FastInput& input() { static utilities::FastInput instance; return instance; } inline utilities::FastOutput& output() { static utilities::FastOutput instance; return instance; } } // namespace template_io } // namespace m1une using ll = long long; using u32 = unsigned int; using u64 = unsigned long long; using i128 = __int128; using u128 = unsigned __int128; #ifdef __SIZEOF_FLOAT128__ using f128 = __float128; #endif template constexpr T infty = 0; template <> constexpr int infty = 1'000'000'000; template <> constexpr ll infty = ll(infty) * infty * 2; template <> constexpr u32 infty = infty; template <> constexpr u64 infty = infty; template <> constexpr i128 infty = i128(infty) * infty; template <> constexpr double infty = infty; template <> constexpr long double infty = infty; using pi = pair; using pl = pair; using vi = vector; using vl = vector; template using vc = vector; template using vvc = vector>; using vvi = vvc; using vvl = vvc; template using vvvc = vector>; template using vvvvc = vector>; template using vvvvvc = vector>; template using pqg = std::priority_queue, greater>; template using umap = unordered_map; // template // using tree = __gnu_pbds::tree, // __gnu_pbds::rb_tree_tag, // __gnu_pbds::tree_order_statistics_node_update>; #define vv(type, name, h, ...) vector> name(h, vector(__VA_ARGS__)) #define vvv(type, name, h, w, ...) \ vector>> name(h, vector>(w, vector(__VA_ARGS__))) #define vvvv(type, name, a, b, c, ...) \ vector>>> name( \ a, vector>>(b, vector>(c, vector(__VA_ARGS__)))) #define overload4(a, b, c, d, e, ...) e #define overload3(a, b, c, d, ...) d // FOR(a) := for (ll _ = 0; _ < (ll)a; ++_) // FOR(i, a) := for (ll i = 0; i < (ll)a; ++i) // FOR(i, a, b) := for (ll i = a; i < (ll)b; ++i) // FOR(i, a, b, c) := for (ll i = a; i < (ll)b; i += (c)) // FOR_R(a) := for (ll i = (a) - 1; i >= 0; --i) // FOR_R(i, a) := for (ll i = (a) - 1; i >= 0; --i) // FOR_R(i, a, b) := for (ll i = (b) - 1; i >= (ll)a; --i) #define FOR1(a) for (ll _ = 0; _ < (ll)a; ++_) #define FOR2(i, a) for (ll i = 0; i < (ll)a; ++i) #define FOR3(i, a, b) for (ll i = a; i < (ll)b; ++i) #define FOR4(i, a, b, c) for (ll i = a; i < (ll)b; i += (c)) #define FOR1_R(a) for (ll i = (a) - 1; i >= 0; --i) #define FOR2_R(i, a) for (ll i = (a) - 1; i >= 0; --i) #define FOR3_R(i, a, b) for (ll i = (b) - 1; i >= (ll)a; --i) #define FOR(...) overload4(__VA_ARGS__, FOR4, FOR3, FOR2, FOR1)(__VA_ARGS__) #define FOR_R(...) overload3(__VA_ARGS__, FOR3_R, FOR2_R, FOR1_R)(__VA_ARGS__) #define FORI1(a) for (int _ = 0; _ < (int)a; ++_) #define FORI2(i, a) for (int i = 0; i < (int)a; ++i) #define FORI3(i, a, b) for (int i = a; i < (int)b; ++i) #define FORI4(i, a, b, c) for (int i = a; i < (int)b; i += (c)) #define FORI1_R(a) for (int i = (a) - 1; i >= 0; --i) #define FORI2_R(i, a) for (int i = (a) - 1; i >= 0; --i) #define FORI3_R(i, a, b) for (int i = (b) - 1; i >= (int)a; --i) #define FORI(...) overload4(__VA_ARGS__, FORI4, FORI3, FORI2, FORI1)(__VA_ARGS__) #define FORI_R(...) overload3(__VA_ARGS__, FORI3_R, FORI2_R, FORI1_R)(__VA_ARGS__) #define FOR_subset(t, s) for (int t = (s); t >= 0; t = (t == 0 ? -1 : (t - 1) & (s))) #define all(x) x.begin(), x.end() #define rall(x) x.rbegin(), x.rend() int popcnt(int x) { return __builtin_popcount(x); } int popcnt(u32 x) { return __builtin_popcount(x); } int popcnt(ll x) { return __builtin_popcountll(x); } int popcnt(u64 x) { return __builtin_popcountll(x); } int popcnt_mod_2(int x) { return __builtin_parity(x); } int popcnt_mod_2(u32 x) { return __builtin_parity(x); } int popcnt_mod_2(ll x) { return __builtin_parityll(x); } int popcnt_mod_2(u64 x) { return __builtin_parityll(x); } // (0, 1, 2, 3, 4) -> (-1, 0, 1, 1, 2) int topbit(int x) { return (x == 0 ? -1 : 31 - __builtin_clz(x)); } int topbit(u32 x) { return (x == 0 ? -1 : 31 - __builtin_clz(x)); } int topbit(ll x) { return (x == 0 ? -1 : 63 - __builtin_clzll(x)); } int topbit(u64 x) { return (x == 0 ? -1 : 63 - __builtin_clzll(x)); } // (0, 1, 2, 3, 4) -> (-1, 0, 1, 0, 2) int lowbit(int x) { return (x == 0 ? -1 : __builtin_ctz(x)); } int lowbit(u32 x) { return (x == 0 ? -1 : __builtin_ctz(x)); } int lowbit(ll x) { return (x == 0 ? -1 : __builtin_ctzll(x)); } int lowbit(u64 x) { return (x == 0 ? -1 : __builtin_ctzll(x)); } template T floor(T a, T b) { return a / b - (a % b && (a ^ b) < 0); } template T ceil(T x, T y) { return floor(x + y - 1, y); } template T bmod(T x, T y) { return x - y * floor(x, y); } template pair divmod(T x, T y) { T q = floor(x, y); return {q, x - q * y}; } template T POW(U x_, int n) { T x = x_; T ret = 1; while (n > 0) { if (n & 1) ret *= x; x *= x; n >>= 1; } return ret; } template T SUM(const vector& A) { T sm = 0; for (auto&& a : A) sm += a; return sm; } #define LB(c, x) distance((c).begin(), lower_bound(all(c), (x))) #define UB(c, x) distance((c).begin(), upper_bound(all(c), (x))) #define UNIQUE(x) sort(all(x)), x.erase(unique(all(x)), x.end()), x.shrink_to_fit() template inline bool chmax(T& a, const S& b) { return (a < b ? a = b, 1 : 0); } template inline bool chmin(T& a, const S& b) { return (a > b ? a = b, 1 : 0); } // ? は -1 vc s_to_vi(const string& S, char first_char) { vc A(S.size()); FOR(i, S.size()) { A[i] = (S[i] != '?' ? S[i] - first_char : -1); } return A; } template vector cumsum(vector& A, int off = 1) { int N = A.size(); vector B(N + 1); FOR(i, N) { B[i + 1] = B[i] + A[i]; } if (off == 0) B.erase(B.begin()); return B; } template vector argsort(const vector& A) { vector ids(A.size()); iota(all(ids), 0); sort(all(ids), [&](int i, int j) { return (A[i] == A[j] ? i < j : A[i] < A[j]); }); return ids; } // A[I[0]], A[I[1]], ... template vc rearrange(const vc& A, const vc& I) { vc B(I.size()); FOR(i, I.size()) B[i] = A[I[i]]; return B; } template constexpr auto min(T... a) { return min(initializer_list>{a...}); } template constexpr auto max(T... a) { return max(initializer_list>{a...}); } template bool scan(Ts&... values) { return m1une::template_io::input().read(values...); } template void print(const Ts&... values) { m1une::template_io::output().println(values...); } void YESNO(bool b) { m1une::template_io::output().println(b ? "YES" : "NO"); } void YesNo(bool b) { m1une::template_io::output().println(b ? "Yes" : "No"); } void YES() { m1une::template_io::output().println("YES"); } void NO() { m1une::template_io::output().println("NO"); } void Yes() { m1une::template_io::output().println("Yes"); } void No() { m1une::template_io::output().println("No"); } // END: template.hpp #line 29 "pch.hpp" // END: pch.hpp #line 2 "..::sakumon::bonsai::zero_sum_game::sol_m1une.cpp" auto& fastin = m1une::template_io::input(); auto& fastout = m1une::template_io::output(); // BEGIN: optimization/simplex.hpp #line 3 "optimization::simplex.hpp" #include #include #include #include #include namespace m1une { namespace opt { enum class SimplexStatus { Optimal, Infeasible, Unbounded, }; template struct SimplexResult { SimplexStatus status; T objective_value; std::vector variables; bool is_optimal() const { return status == SimplexStatus::Optimal; } bool is_infeasible() const { return status == SimplexStatus::Infeasible; } bool is_unbounded() const { return status == SimplexStatus::Unbounded; } }; namespace detail { template T simplex_abs(T x) { return x < T() ? -x : x; } template struct SimplexTableau { int constraint_count; int variable_count; T eps; std::vector basis; std::vector nonbasis; std::vector> table; SimplexTableau(const std::vector>& a, const std::vector& b, const std::vector& c, T epsilon) : constraint_count(int(b.size())), variable_count(int(c.size())), eps(epsilon), basis(constraint_count), nonbasis(variable_count + 1), table(constraint_count + 2, std::vector(variable_count + 2, T())) { for (int i = 0; i < constraint_count; i++) { for (int j = 0; j < variable_count; j++) table[i][j] = a[i][j]; } for (int i = 0; i < constraint_count; i++) { basis[i] = variable_count + i; table[i][artificial_col()] = T(-1); table[i][rhs_col()] = b[i]; } for (int j = 0; j < variable_count; j++) { nonbasis[j] = j; table[objective_row()][j] = -c[j]; } nonbasis[artificial_col()] = artificial_id(); table[auxiliary_row()][artificial_col()] = T(1); } int objective_row() const { return constraint_count; } int auxiliary_row() const { return constraint_count + 1; } int artificial_col() const { return variable_count; } int rhs_col() const { return variable_count + 1; } int artificial_id() const { return -1; } T normalize(T x) const { return simplex_abs(x) <= eps ? T() : x; } bool less_with_tie(int row, int lhs, int rhs) const { if (table[row][lhs] < table[row][rhs] - eps) return true; if (table[row][rhs] < table[row][lhs] - eps) return false; return nonbasis[lhs] < nonbasis[rhs]; } bool better_leaving_row(int lhs, int rhs, int entering_col) const { T lhs_ratio = table[lhs][rhs_col()] / table[lhs][entering_col]; T rhs_ratio = table[rhs][rhs_col()] / table[rhs][entering_col]; if (lhs_ratio < rhs_ratio - eps) return true; if (rhs_ratio < lhs_ratio - eps) return false; return basis[lhs] < basis[rhs]; } void pivot(int leaving_row, int entering_col) { T inverse = T(1) / table[leaving_row][entering_col]; for (int i = 0; i < constraint_count + 2; i++) { if (i == leaving_row) continue; for (int j = 0; j < variable_count + 2; j++) { if (j == entering_col) continue; table[i][j] -= table[leaving_row][j] * table[i][entering_col] * inverse; } } for (int j = 0; j < variable_count + 2; j++) { if (j != entering_col) table[leaving_row][j] *= inverse; } for (int i = 0; i < constraint_count + 2; i++) { if (i != leaving_row) table[i][entering_col] *= -inverse; } table[leaving_row][entering_col] = inverse; std::swap(basis[leaving_row], nonbasis[entering_col]); } bool run_simplex(int row) { while (true) { int entering_col = -1; for (int j = 0; j <= variable_count; j++) { if (nonbasis[j] == artificial_id()) continue; if (entering_col == -1 || less_with_tie(row, j, entering_col)) entering_col = j; } if (entering_col == -1 || table[row][entering_col] >= -eps) return true; int leaving_row = -1; for (int i = 0; i < constraint_count; i++) { if (table[i][entering_col] <= eps) continue; if (leaving_row == -1 || better_leaving_row(i, leaving_row, entering_col)) { leaving_row = i; } } if (leaving_row == -1) return false; pivot(leaving_row, entering_col); } } bool make_feasible() { int leaving_row = 0; for (int i = 1; i < constraint_count; i++) { if (table[i][rhs_col()] < table[leaving_row][rhs_col()]) leaving_row = i; } if (constraint_count == 0 || table[leaving_row][rhs_col()] >= -eps) return true; pivot(leaving_row, artificial_col()); if (!run_simplex(auxiliary_row())) return false; if (table[auxiliary_row()][rhs_col()] < -eps) return false; for (int i = 0; i < constraint_count; i++) { if (basis[i] != artificial_id()) continue; int entering_col = -1; for (int j = 0; j <= variable_count; j++) { if (nonbasis[j] == artificial_id()) continue; if (simplex_abs(table[i][j]) <= eps) continue; if (entering_col == -1 || nonbasis[j] < nonbasis[entering_col]) entering_col = j; } if (entering_col != -1) pivot(i, entering_col); } return true; } SimplexStatus solve(std::vector& variables, T& objective_value) { if (!make_feasible()) return SimplexStatus::Infeasible; if (!run_simplex(objective_row())) return SimplexStatus::Unbounded; variables.assign(variable_count, T()); for (int i = 0; i < constraint_count; i++) { if (0 <= basis[i] && basis[i] < variable_count) { variables[basis[i]] = normalize(table[i][rhs_col()]); } } objective_value = normalize(table[objective_row()][rhs_col()]); return SimplexStatus::Optimal; } }; } // namespace detail template SimplexResult simplex_maximize(const std::vector>& a, const std::vector& b, const std::vector& c, T eps = T(1e-10)) { static_assert(std::is_floating_point_v, "simplex requires a floating-point type"); assert(int(a.size()) == int(b.size())); for (const auto& row : a) assert(int(row.size()) == int(c.size())); assert(eps > T()); SimplexResult result; result.status = SimplexStatus::Infeasible; result.objective_value = std::numeric_limits::quiet_NaN(); result.variables.assign(c.size(), T()); detail::SimplexTableau solver(a, b, c, eps); result.status = solver.solve(result.variables, result.objective_value); if (result.status == SimplexStatus::Infeasible) { result.objective_value = std::numeric_limits::quiet_NaN(); } else if (result.status == SimplexStatus::Unbounded) { result.objective_value = std::numeric_limits::infinity(); } return result; } template SimplexResult simplex_minimize(const std::vector>& a, const std::vector& b, const std::vector& c, T eps = T(1e-10)) { std::vector negated = c; for (T& x : negated) x = -x; auto result = simplex_maximize(a, b, negated, eps); if (result.status == SimplexStatus::Optimal) { result.objective_value = -result.objective_value; } else if (result.status == SimplexStatus::Unbounded) { result.objective_value = -std::numeric_limits::infinity(); } return result; } template SimplexResult simplex(const std::vector>& a, const std::vector& b, const std::vector& c, T eps = T(1e-10)) { return simplex_maximize(a, b, c, eps); } } // namespace opt } // namespace m1une // END: optimization/simplex.hpp #line 7 "..::sakumon::bonsai::zero_sum_game::sol_m1une.cpp" using ld = long double; void solve() { int N, M; scan(N, M); vv(ld, A, N, M); scan(A); ll K = 1; FOR(i, N) FOR(j, M) { chmax(K, -A[i][j] - 1); } vv(ld, B, M, N); FOR(i, N) FOR(j, M) { B[j][i] = A[i][j] + K; } vc b(N, 1); vc c(M, 1); auto result = m1une::opt::simplex_maximize(B, b, c); assert(result.is_optimal()); ld ans = ld(1) / result.objective_value - ld(K); print(ans); } int main() { CPP_DUMP_SET_OPTION(max_line_width, 80); CPP_DUMP_SET_OPTION(log_label_func, cpp_dump::log_label::filename()); CPP_DUMP_SET_OPTION(enable_asterisk, true); fastout.set_fixed(15); int T = 1; scan(T); while (T--) solve(); return 0; } // END: ../sakumon/bonsai/zero_sum_game/sol_m1une.cpp