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authorRichard Qin <richard.qin.x@gmail.com>2026-07-11 22:48:30 +0800
committerRichard Qin <richard.qin.x@gmail.com>2026-07-11 22:48:30 +0800
commit3ad39e9878310e5317ee73c9b353c1e2c1c5c4ee (patch)
tree4bd5a49ef60ad1e371c0984cd46838368c5ef83a /third_party/libcxx/include/c++/v1/random
parent48ef95c24e9ac3d11200b61af617a01b10b507d1 (diff)
downloadlume-3ad39e9878310e5317ee73c9b353c1e2c1c5c4ee.tar.gz
lume-3ad39e9878310e5317ee73c9b353c1e2c1c5c4ee.tar.xz
lib: establish Zircon libc++ and KTL foundation
Diffstat (limited to 'third_party/libcxx/include/c++/v1/random')
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diff --git a/third_party/libcxx/include/c++/v1/random b/third_party/libcxx/include/c++/v1/random
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+// -*- C++ -*-
+//===----------------------------------------------------------------------===//
+//
+// Part of the LLVM Project, under the Apache License v2.0 with LLVM Exceptions.
+// See https://llvm.org/LICENSE.txt for license information.
+// SPDX-License-Identifier: Apache-2.0 WITH LLVM-exception
+//
+//===----------------------------------------------------------------------===//
+
+#ifndef _LIBCPP_RANDOM
+#define _LIBCPP_RANDOM
+
+/*
+ random synopsis
+
+#include <initializer_list>
+
+namespace std
+{
+// [rand.req.urng], uniform random bit generator requirements
+template<class G>
+concept uniform_random_bit_generator = see below; // C++20
+
+// Engines
+
+template <class UIntType, UIntType a, UIntType c, UIntType m>
+class linear_congruential_engine
+{
+public:
+ // types
+ typedef UIntType result_type;
+
+ // engine characteristics
+ static constexpr result_type multiplier = a;
+ static constexpr result_type increment = c;
+ static constexpr result_type modulus = m;
+ static constexpr result_type min() { return c == 0u ? 1u: 0u;}
+ static constexpr result_type max() { return m - 1u;}
+ static constexpr result_type default_seed = 1u;
+
+ // constructors and seeding functions
+ explicit linear_congruential_engine(result_type s = default_seed); // before C++20
+ linear_congruential_engine() : linear_congruential_engine(default_seed) {} // C++20
+ explicit linear_congruential_engine(result_type s); // C++20
+ template<class Sseq> explicit linear_congruential_engine(Sseq& q);
+ void seed(result_type s = default_seed);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()();
+ void discard(unsigned long long z);
+};
+
+template <class UIntType, UIntType a, UIntType c, UIntType m>
+bool
+operator==(const linear_congruential_engine<UIntType, a, c, m>& x,
+ const linear_congruential_engine<UIntType, a, c, m>& y);
+
+template <class UIntType, UIntType a, UIntType c, UIntType m>
+bool
+operator!=(const linear_congruential_engine<UIntType, a, c, m>& x,
+ const linear_congruential_engine<UIntType, a, c, m>& y);
+
+template <class charT, class traits,
+ class UIntType, UIntType a, UIntType c, UIntType m>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const linear_congruential_engine<UIntType, a, c, m>& x);
+
+template <class charT, class traits,
+ class UIntType, UIntType a, UIntType c, UIntType m>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ linear_congruential_engine<UIntType, a, c, m>& x);
+
+template <class UIntType, size_t w, size_t n, size_t m, size_t r,
+ UIntType a, size_t u, UIntType d, size_t s,
+ UIntType b, size_t t, UIntType c, size_t l, UIntType f>
+class mersenne_twister_engine
+{
+public:
+ // types
+ typedef UIntType result_type;
+
+ // engine characteristics
+ static constexpr size_t word_size = w;
+ static constexpr size_t state_size = n;
+ static constexpr size_t shift_size = m;
+ static constexpr size_t mask_bits = r;
+ static constexpr result_type xor_mask = a;
+ static constexpr size_t tempering_u = u;
+ static constexpr result_type tempering_d = d;
+ static constexpr size_t tempering_s = s;
+ static constexpr result_type tempering_b = b;
+ static constexpr size_t tempering_t = t;
+ static constexpr result_type tempering_c = c;
+ static constexpr size_t tempering_l = l;
+ static constexpr result_type initialization_multiplier = f;
+ static constexpr result_type min () { return 0; }
+ static constexpr result_type max() { return 2^w - 1; }
+ static constexpr result_type default_seed = 5489u;
+
+ // constructors and seeding functions
+ explicit mersenne_twister_engine(result_type s = default_seed); // before C++20
+ mersenne_twister_engine() : mersenne_twister_engine(default_seed) {} // C++20
+ explicit mersenne_twister_engine(result_type s); // C++20
+ template<class Sseq> explicit mersenne_twister_engine(Sseq& q);
+ void seed(result_type value = default_seed);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()();
+ void discard(unsigned long long z);
+};
+
+template <class UIntType, size_t w, size_t n, size_t m, size_t r,
+ UIntType a, size_t u, UIntType d, size_t s,
+ UIntType b, size_t t, UIntType c, size_t l, UIntType f>
+bool
+operator==(
+ const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x,
+ const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& y);
+
+template <class UIntType, size_t w, size_t n, size_t m, size_t r,
+ UIntType a, size_t u, UIntType d, size_t s,
+ UIntType b, size_t t, UIntType c, size_t l, UIntType f>
+bool
+operator!=(
+ const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x,
+ const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& y);
+
+template <class charT, class traits,
+ class UIntType, size_t w, size_t n, size_t m, size_t r,
+ UIntType a, size_t u, UIntType d, size_t s,
+ UIntType b, size_t t, UIntType c, size_t l, UIntType f>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x);
+
+template <class charT, class traits,
+ class UIntType, size_t w, size_t n, size_t m, size_t r,
+ UIntType a, size_t u, UIntType d, size_t s,
+ UIntType b, size_t t, UIntType c, size_t l, UIntType f>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ mersenne_twister_engine<UIntType, w, n, m, r, a, u, d, s, b, t, c, l, f>& x);
+
+template<class UIntType, size_t w, size_t s, size_t r>
+class subtract_with_carry_engine
+{
+public:
+ // types
+ typedef UIntType result_type;
+
+ // engine characteristics
+ static constexpr size_t word_size = w;
+ static constexpr size_t short_lag = s;
+ static constexpr size_t long_lag = r;
+ static constexpr result_type min() { return 0; }
+ static constexpr result_type max() { return m-1; }
+ static constexpr result_type default_seed = 19780503u;
+
+ // constructors and seeding functions
+ explicit subtract_with_carry_engine(result_type value = default_seed); // before C++20
+ subtract_with_carry_engine() : subtract_with_carry_engine(default_seed) {} // C++20
+ explicit subtract_with_carry_engine(result_type value); // C++20
+ template<class Sseq> explicit subtract_with_carry_engine(Sseq& q);
+ void seed(result_type value = default_seed);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()();
+ void discard(unsigned long long z);
+};
+
+template<class UIntType, size_t w, size_t s, size_t r>
+bool
+operator==(
+ const subtract_with_carry_engine<UIntType, w, s, r>& x,
+ const subtract_with_carry_engine<UIntType, w, s, r>& y);
+
+template<class UIntType, size_t w, size_t s, size_t r>
+bool
+operator!=(
+ const subtract_with_carry_engine<UIntType, w, s, r>& x,
+ const subtract_with_carry_engine<UIntType, w, s, r>& y);
+
+template <class charT, class traits,
+ class UIntType, size_t w, size_t s, size_t r>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const subtract_with_carry_engine<UIntType, w, s, r>& x);
+
+template <class charT, class traits,
+ class UIntType, size_t w, size_t s, size_t r>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ subtract_with_carry_engine<UIntType, w, s, r>& x);
+
+template<class Engine, size_t p, size_t r>
+class discard_block_engine
+{
+public:
+ // types
+ typedef typename Engine::result_type result_type;
+
+ // engine characteristics
+ static constexpr size_t block_size = p;
+ static constexpr size_t used_block = r;
+ static constexpr result_type min() { return Engine::min(); }
+ static constexpr result_type max() { return Engine::max(); }
+
+ // constructors and seeding functions
+ discard_block_engine();
+ explicit discard_block_engine(const Engine& e);
+ explicit discard_block_engine(Engine&& e);
+ explicit discard_block_engine(result_type s);
+ template<class Sseq> explicit discard_block_engine(Sseq& q);
+ void seed();
+ void seed(result_type s);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()();
+ void discard(unsigned long long z);
+
+ // property functions
+ const Engine& base() const noexcept;
+};
+
+template<class Engine, size_t p, size_t r>
+bool
+operator==(
+ const discard_block_engine<Engine, p, r>& x,
+ const discard_block_engine<Engine, p, r>& y);
+
+template<class Engine, size_t p, size_t r>
+bool
+operator!=(
+ const discard_block_engine<Engine, p, r>& x,
+ const discard_block_engine<Engine, p, r>& y);
+
+template <class charT, class traits,
+ class Engine, size_t p, size_t r>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const discard_block_engine<Engine, p, r>& x);
+
+template <class charT, class traits,
+ class Engine, size_t p, size_t r>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ discard_block_engine<Engine, p, r>& x);
+
+template<class Engine, size_t w, class UIntType>
+class independent_bits_engine
+{
+public:
+ // types
+ typedef UIntType result_type;
+
+ // engine characteristics
+ static constexpr result_type min() { return 0; }
+ static constexpr result_type max() { return 2^w - 1; }
+
+ // constructors and seeding functions
+ independent_bits_engine();
+ explicit independent_bits_engine(const Engine& e);
+ explicit independent_bits_engine(Engine&& e);
+ explicit independent_bits_engine(result_type s);
+ template<class Sseq> explicit independent_bits_engine(Sseq& q);
+ void seed();
+ void seed(result_type s);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()(); void discard(unsigned long long z);
+
+ // property functions
+ const Engine& base() const noexcept;
+};
+
+template<class Engine, size_t w, class UIntType>
+bool
+operator==(
+ const independent_bits_engine<Engine, w, UIntType>& x,
+ const independent_bits_engine<Engine, w, UIntType>& y);
+
+template<class Engine, size_t w, class UIntType>
+bool
+operator!=(
+ const independent_bits_engine<Engine, w, UIntType>& x,
+ const independent_bits_engine<Engine, w, UIntType>& y);
+
+template <class charT, class traits,
+ class Engine, size_t w, class UIntType>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const independent_bits_engine<Engine, w, UIntType>& x);
+
+template <class charT, class traits,
+ class Engine, size_t w, class UIntType>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ independent_bits_engine<Engine, w, UIntType>& x);
+
+template<class Engine, size_t k>
+class shuffle_order_engine
+{
+public:
+ // types
+ typedef typename Engine::result_type result_type;
+
+ // engine characteristics
+ static constexpr size_t table_size = k;
+ static constexpr result_type min() { return Engine::min; }
+ static constexpr result_type max() { return Engine::max; }
+
+ // constructors and seeding functions
+ shuffle_order_engine();
+ explicit shuffle_order_engine(const Engine& e);
+ explicit shuffle_order_engine(Engine&& e);
+ explicit shuffle_order_engine(result_type s);
+ template<class Sseq> explicit shuffle_order_engine(Sseq& q);
+ void seed();
+ void seed(result_type s);
+ template<class Sseq> void seed(Sseq& q);
+
+ // generating functions
+ result_type operator()();
+ void discard(unsigned long long z);
+
+ // property functions
+ const Engine& base() const noexcept;
+};
+
+template<class Engine, size_t k>
+bool
+operator==(
+ const shuffle_order_engine<Engine, k>& x,
+ const shuffle_order_engine<Engine, k>& y);
+
+template<class Engine, size_t k>
+bool
+operator!=(
+ const shuffle_order_engine<Engine, k>& x,
+ const shuffle_order_engine<Engine, k>& y);
+
+template <class charT, class traits,
+ class Engine, size_t k>
+basic_ostream<charT, traits>&
+operator<<(basic_ostream<charT, traits>& os,
+ const shuffle_order_engine<Engine, k>& x);
+
+template <class charT, class traits,
+ class Engine, size_t k>
+basic_istream<charT, traits>&
+operator>>(basic_istream<charT, traits>& is,
+ shuffle_order_engine<Engine, k>& x);
+
+typedef linear_congruential_engine<uint_fast32_t, 16807, 0, 2147483647>
+ minstd_rand0;
+typedef linear_congruential_engine<uint_fast32_t, 48271, 0, 2147483647>
+ minstd_rand;
+typedef mersenne_twister_engine<uint_fast32_t, 32, 624, 397, 31,
+ 0x9908b0df,
+ 11, 0xffffffff,
+ 7, 0x9d2c5680,
+ 15, 0xefc60000,
+ 18, 1812433253> mt19937;
+typedef mersenne_twister_engine<uint_fast64_t, 64, 312, 156, 31,
+ 0xb5026f5aa96619e9,
+ 29, 0x5555555555555555,
+ 17, 0x71d67fffeda60000,
+ 37, 0xfff7eee000000000,
+ 43, 6364136223846793005> mt19937_64;
+typedef subtract_with_carry_engine<uint_fast32_t, 24, 10, 24> ranlux24_base;
+typedef subtract_with_carry_engine<uint_fast64_t, 48, 5, 12> ranlux48_base;
+typedef discard_block_engine<ranlux24_base, 223, 23> ranlux24;
+typedef discard_block_engine<ranlux48_base, 389, 11> ranlux48;
+typedef shuffle_order_engine<minstd_rand0, 256> knuth_b;
+typedef minstd_rand default_random_engine;
+
+// Generators
+
+class random_device
+{
+public:
+ // types
+ typedef unsigned int result_type;
+
+ // generator characteristics
+ static constexpr result_type min() { return numeric_limits<result_type>::min(); }
+ static constexpr result_type max() { return numeric_limits<result_type>::max(); }
+
+ // constructors
+ explicit random_device(const string& token = implementation-defined); // before C++20
+ random_device() : random_device(implementation-defined) {} // C++20
+ explicit random_device(const string& token); // C++20
+
+ // generating functions
+ result_type operator()();
+
+ // property functions
+ double entropy() const noexcept;
+
+ // no copy functions
+ random_device(const random_device& ) = delete;
+ void operator=(const random_device& ) = delete;
+};
+
+// Utilities
+
+class seed_seq
+{
+public:
+ // types
+ typedef uint_least32_t result_type;
+
+ // constructors
+ seed_seq();
+ template<class T>
+ seed_seq(initializer_list<T> il);
+ template<class InputIterator>
+ seed_seq(InputIterator begin, InputIterator end);
+
+ // generating functions
+ template<class RandomAccessIterator>
+ void generate(RandomAccessIterator begin, RandomAccessIterator end);
+
+ // property functions
+ size_t size() const;
+ template<class OutputIterator>
+ void param(OutputIterator dest) const;
+
+ // no copy functions
+ seed_seq(const seed_seq&) = delete;
+ void operator=(const seed_seq& ) = delete;
+};
+
+template<class RealType, size_t bits, class URNG>
+ RealType generate_canonical(URNG& g);
+
+// Distributions
+
+template<class IntType = int>
+class uniform_int_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef uniform_int_distribution distribution_type;
+
+ explicit param_type(IntType a = 0,
+ IntType b = numeric_limits<IntType>::max());
+
+ result_type a() const;
+ result_type b() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit uniform_int_distribution(IntType a = 0,
+ IntType b = numeric_limits<IntType>::max()); // before C++20
+ uniform_int_distribution() : uniform_int_distribution(0) {} // C++20
+ explicit uniform_int_distribution(IntType a,
+ IntType b = numeric_limits<IntType>::max()); // C++20
+ explicit uniform_int_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type a() const;
+ result_type b() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const uniform_int_distribution& x,
+ const uniform_int_distribution& y);
+ friend bool operator!=(const uniform_int_distribution& x,
+ const uniform_int_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const uniform_int_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ uniform_int_distribution& x);
+};
+
+template<class RealType = double>
+class uniform_real_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef uniform_real_distribution distribution_type;
+
+ explicit param_type(RealType a = 0,
+ RealType b = 1);
+
+ result_type a() const;
+ result_type b() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit uniform_real_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
+ uniform_real_distribution() : uniform_real_distribution(0.0) {} // C++20
+ explicit uniform_real_distribution(RealType a, RealType b = 1.0); // C++20
+ explicit uniform_real_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type a() const;
+ result_type b() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const uniform_real_distribution& x,
+ const uniform_real_distribution& y);
+ friend bool operator!=(const uniform_real_distribution& x,
+ const uniform_real_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const uniform_real_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ uniform_real_distribution& x);
+};
+
+class bernoulli_distribution
+{
+public:
+ // types
+ typedef bool result_type;
+
+ class param_type
+ {
+ public:
+ typedef bernoulli_distribution distribution_type;
+
+ explicit param_type(double p = 0.5);
+
+ double p() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit bernoulli_distribution(double p = 0.5); // before C++20
+ bernoulli_distribution() : bernoulli_distribution(0.5) {} // C++20
+ explicit bernoulli_distribution(double p); // C++20
+ explicit bernoulli_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ double p() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const bernoulli_distribution& x,
+ const bernoulli_distribution& y);
+ friend bool operator!=(const bernoulli_distribution& x,
+ const bernoulli_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const bernoulli_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ bernoulli_distribution& x);
+};
+
+template<class IntType = int>
+class binomial_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef binomial_distribution distribution_type;
+
+ explicit param_type(IntType t = 1, double p = 0.5);
+
+ IntType t() const;
+ double p() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit binomial_distribution(IntType t = 1, double p = 0.5); // before C++20
+ binomial_distribution() : binomial_distribution(1) {} // C++20
+ explicit binomial_distribution(IntType t, double p = 0.5); // C++20
+ explicit binomial_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ IntType t() const;
+ double p() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const binomial_distribution& x,
+ const binomial_distribution& y);
+ friend bool operator!=(const binomial_distribution& x,
+ const binomial_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const binomial_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ binomial_distribution& x);
+};
+
+template<class IntType = int>
+class geometric_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef geometric_distribution distribution_type;
+
+ explicit param_type(double p = 0.5);
+
+ double p() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit geometric_distribution(double p = 0.5); // before C++20
+ geometric_distribution() : geometric_distribution(0.5) {} // C++20
+ explicit geometric_distribution(double p); // C++20
+ explicit geometric_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ double p() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const geometric_distribution& x,
+ const geometric_distribution& y);
+ friend bool operator!=(const geometric_distribution& x,
+ const geometric_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const geometric_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ geometric_distribution& x);
+};
+
+template<class IntType = int>
+class negative_binomial_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef negative_binomial_distribution distribution_type;
+
+ explicit param_type(result_type k = 1, double p = 0.5);
+
+ result_type k() const;
+ double p() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit negative_binomial_distribution(IntType k = 1, double p = 0.5); // before C++20
+ negative_binomial_distribution() : negative_binomial_distribution(1) {} // C++20
+ explicit negative_binomial_distribution(IntType k, double p = 0.5); // C++20
+ explicit negative_binomial_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type k() const;
+ double p() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const negative_binomial_distribution& x,
+ const negative_binomial_distribution& y);
+ friend bool operator!=(const negative_binomial_distribution& x,
+ const negative_binomial_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const negative_binomial_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ negative_binomial_distribution& x);
+};
+
+template<class IntType = int>
+class poisson_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef poisson_distribution distribution_type;
+
+ explicit param_type(double mean = 1.0);
+
+ double mean() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit poisson_distribution(double mean = 1.0); // before C++20
+ poisson_distribution() : poisson_distribution(1.0) {} // C++20
+ explicit poisson_distribution(double mean); // C++20
+ explicit poisson_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ double mean() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const poisson_distribution& x,
+ const poisson_distribution& y);
+ friend bool operator!=(const poisson_distribution& x,
+ const poisson_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const poisson_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ poisson_distribution& x);
+};
+
+template<class RealType = double>
+class exponential_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef exponential_distribution distribution_type;
+
+ explicit param_type(result_type lambda = 1.0);
+
+ result_type lambda() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit exponential_distribution(RealType lambda = 1.0); // before C++20
+ exponential_distribution() : exponential_distribution(1.0) {} // C++20
+ explicit exponential_distribution(RealType lambda); // C++20
+ explicit exponential_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type lambda() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const exponential_distribution& x,
+ const exponential_distribution& y);
+ friend bool operator!=(const exponential_distribution& x,
+ const exponential_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const exponential_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ exponential_distribution& x);
+};
+
+template<class RealType = double>
+class gamma_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef gamma_distribution distribution_type;
+
+ explicit param_type(result_type alpha = 1, result_type beta = 1);
+
+ result_type alpha() const;
+ result_type beta() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit gamma_distribution(RealType alpha = 0.0, RealType beta = 1.0); // before C++20
+ gamma_distribution() : gamma_distribution(0.0) {} // C++20
+ explicit gamma_distribution(RealType alpha, RealType beta = 1.0); // C++20
+ explicit gamma_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type alpha() const;
+ result_type beta() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const gamma_distribution& x,
+ const gamma_distribution& y);
+ friend bool operator!=(const gamma_distribution& x,
+ const gamma_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const gamma_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ gamma_distribution& x);
+};
+
+template<class RealType = double>
+class weibull_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef weibull_distribution distribution_type;
+
+ explicit param_type(result_type alpha = 1, result_type beta = 1);
+
+ result_type a() const;
+ result_type b() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit weibull_distribution(RealType a = 1.0, RealType b = 1.0); // before C++20
+ weibull_distribution() : weibull_distribution(1.0) {} // C++20
+ explicit weibull_distribution(RealType a, RealType b = 1.0); // C++20
+ explicit weibull_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type a() const;
+ result_type b() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const weibull_distribution& x,
+ const weibull_distribution& y);
+ friend bool operator!=(const weibull_distribution& x,
+ const weibull_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const weibull_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ weibull_distribution& x);
+};
+
+template<class RealType = double>
+class extreme_value_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef extreme_value_distribution distribution_type;
+
+ explicit param_type(result_type a = 0, result_type b = 1);
+
+ result_type a() const;
+ result_type b() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit extreme_value_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
+ extreme_value_distribution() : extreme_value_distribution(0.0) {} // C++20
+ explicit extreme_value_distribution(RealType a, RealType b = 1.0); // C++20
+ explicit extreme_value_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type a() const;
+ result_type b() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const extreme_value_distribution& x,
+ const extreme_value_distribution& y);
+ friend bool operator!=(const extreme_value_distribution& x,
+ const extreme_value_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const extreme_value_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ extreme_value_distribution& x);
+};
+
+template<class RealType = double>
+class normal_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef normal_distribution distribution_type;
+
+ explicit param_type(result_type mean = 0, result_type stddev = 1);
+
+ result_type mean() const;
+ result_type stddev() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructors and reset functions
+ explicit normal_distribution(RealType mean = 0.0, RealType stddev = 1.0); // before C++20
+ normal_distribution() : normal_distribution(0.0) {} // C++20
+ explicit normal_distribution(RealType mean, RealType stddev = 1.0); // C++20
+ explicit normal_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type mean() const;
+ result_type stddev() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const normal_distribution& x,
+ const normal_distribution& y);
+ friend bool operator!=(const normal_distribution& x,
+ const normal_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const normal_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ normal_distribution& x);
+};
+
+template<class RealType = double>
+class lognormal_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef lognormal_distribution distribution_type;
+
+ explicit param_type(result_type m = 0, result_type s = 1);
+
+ result_type m() const;
+ result_type s() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit lognormal_distribution(RealType mean = 0.0, RealType stddev = 1.0); // before C++20
+ lognormal_distribution() : lognormal_distribution(0.0) {} // C++20
+ explicit lognormal_distribution(RealType mean, RealType stddev = 1.0); // C++20
+ explicit lognormal_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type m() const;
+ result_type s() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const lognormal_distribution& x,
+ const lognormal_distribution& y);
+ friend bool operator!=(const lognormal_distribution& x,
+ const lognormal_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const lognormal_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ lognormal_distribution& x);
+};
+
+template<class RealType = double>
+class chi_squared_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef chi_squared_distribution distribution_type;
+
+ explicit param_type(result_type n = 1);
+
+ result_type n() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit chi_squared_distribution(RealType n = 1.0); // before C++20
+ chi_squared_distribution() : chi_squared_distribution(1.0) {} // C++20
+ explicit chi_squared_distribution(RealType n); // C++20
+ explicit chi_squared_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type n() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const chi_squared_distribution& x,
+ const chi_squared_distribution& y);
+ friend bool operator!=(const chi_squared_distribution& x,
+ const chi_squared_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const chi_squared_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ chi_squared_distribution& x);
+};
+
+template<class RealType = double>
+class cauchy_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef cauchy_distribution distribution_type;
+
+ explicit param_type(result_type a = 0, result_type b = 1);
+
+ result_type a() const;
+ result_type b() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit cauchy_distribution(RealType a = 0.0, RealType b = 1.0); // before C++20
+ cauchy_distribution() : cauchy_distribution(0.0) {} // C++20
+ explicit cauchy_distribution(RealType a, RealType b = 1.0); // C++20
+ explicit cauchy_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type a() const;
+ result_type b() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const cauchy_distribution& x,
+ const cauchy_distribution& y);
+ friend bool operator!=(const cauchy_distribution& x,
+ const cauchy_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const cauchy_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ cauchy_distribution& x);
+};
+
+template<class RealType = double>
+class fisher_f_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef fisher_f_distribution distribution_type;
+
+ explicit param_type(result_type m = 1, result_type n = 1);
+
+ result_type m() const;
+ result_type n() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit fisher_f_distribution(RealType m = 1.0, RealType n = 1.0); // before C++20
+ fisher_f_distribution() : fisher_f_distribution(1.0) {} // C++20
+ explicit fisher_f_distribution(RealType m, RealType n = 1.0); // C++20
+ explicit fisher_f_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type m() const;
+ result_type n() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const fisher_f_distribution& x,
+ const fisher_f_distribution& y);
+ friend bool operator!=(const fisher_f_distribution& x,
+ const fisher_f_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const fisher_f_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ fisher_f_distribution& x);
+};
+
+template<class RealType = double>
+class student_t_distribution
+{
+public:
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef student_t_distribution distribution_type;
+
+ explicit param_type(result_type n = 1);
+
+ result_type n() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ explicit student_t_distribution(RealType n = 1.0); // before C++20
+ student_t_distribution() : student_t_distribution(1.0) {} // C++20
+ explicit student_t_distribution(RealType n); // C++20
+ explicit student_t_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ result_type n() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const student_t_distribution& x,
+ const student_t_distribution& y);
+ friend bool operator!=(const student_t_distribution& x,
+ const student_t_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const student_t_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ student_t_distribution& x);
+};
+
+template<class IntType = int>
+class discrete_distribution
+{
+public:
+ // types
+ typedef IntType result_type;
+
+ class param_type
+ {
+ public:
+ typedef discrete_distribution distribution_type;
+
+ param_type();
+ template<class InputIterator>
+ param_type(InputIterator firstW, InputIterator lastW);
+ param_type(initializer_list<double> wl);
+ template<class UnaryOperation>
+ param_type(size_t nw, double xmin, double xmax, UnaryOperation fw);
+
+ vector<double> probabilities() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ discrete_distribution();
+ template<class InputIterator>
+ discrete_distribution(InputIterator firstW, InputIterator lastW);
+ discrete_distribution(initializer_list<double> wl);
+ template<class UnaryOperation>
+ discrete_distribution(size_t nw, double xmin, double xmax,
+ UnaryOperation fw);
+ explicit discrete_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ vector<double> probabilities() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const discrete_distribution& x,
+ const discrete_distribution& y);
+ friend bool operator!=(const discrete_distribution& x,
+ const discrete_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const discrete_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ discrete_distribution& x);
+};
+
+template<class RealType = double>
+class piecewise_constant_distribution
+{
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef piecewise_constant_distribution distribution_type;
+
+ param_type();
+ template<class InputIteratorB, class InputIteratorW>
+ param_type(InputIteratorB firstB, InputIteratorB lastB,
+ InputIteratorW firstW);
+ template<class UnaryOperation>
+ param_type(initializer_list<result_type> bl, UnaryOperation fw);
+ template<class UnaryOperation>
+ param_type(size_t nw, result_type xmin, result_type xmax,
+ UnaryOperation fw);
+
+ vector<result_type> intervals() const;
+ vector<result_type> densities() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ piecewise_constant_distribution();
+ template<class InputIteratorB, class InputIteratorW>
+ piecewise_constant_distribution(InputIteratorB firstB,
+ InputIteratorB lastB,
+ InputIteratorW firstW);
+ template<class UnaryOperation>
+ piecewise_constant_distribution(initializer_list<result_type> bl,
+ UnaryOperation fw);
+ template<class UnaryOperation>
+ piecewise_constant_distribution(size_t nw, result_type xmin,
+ result_type xmax, UnaryOperation fw);
+ explicit piecewise_constant_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ vector<result_type> intervals() const;
+ vector<result_type> densities() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const piecewise_constant_distribution& x,
+ const piecewise_constant_distribution& y);
+ friend bool operator!=(const piecewise_constant_distribution& x,
+ const piecewise_constant_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const piecewise_constant_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ piecewise_constant_distribution& x);
+};
+
+template<class RealType = double>
+class piecewise_linear_distribution
+{
+ // types
+ typedef RealType result_type;
+
+ class param_type
+ {
+ public:
+ typedef piecewise_linear_distribution distribution_type;
+
+ param_type();
+ template<class InputIteratorB, class InputIteratorW>
+ param_type(InputIteratorB firstB, InputIteratorB lastB,
+ InputIteratorW firstW);
+ template<class UnaryOperation>
+ param_type(initializer_list<result_type> bl, UnaryOperation fw);
+ template<class UnaryOperation>
+ param_type(size_t nw, result_type xmin, result_type xmax,
+ UnaryOperation fw);
+
+ vector<result_type> intervals() const;
+ vector<result_type> densities() const;
+
+ friend bool operator==(const param_type& x, const param_type& y);
+ friend bool operator!=(const param_type& x, const param_type& y);
+ };
+
+ // constructor and reset functions
+ piecewise_linear_distribution();
+ template<class InputIteratorB, class InputIteratorW>
+ piecewise_linear_distribution(InputIteratorB firstB,
+ InputIteratorB lastB,
+ InputIteratorW firstW);
+
+ template<class UnaryOperation>
+ piecewise_linear_distribution(initializer_list<result_type> bl,
+ UnaryOperation fw);
+
+ template<class UnaryOperation>
+ piecewise_linear_distribution(size_t nw, result_type xmin,
+ result_type xmax, UnaryOperation fw);
+
+ explicit piecewise_linear_distribution(const param_type& parm);
+ void reset();
+
+ // generating functions
+ template<class URNG> result_type operator()(URNG& g);
+ template<class URNG> result_type operator()(URNG& g, const param_type& parm);
+
+ // property functions
+ vector<result_type> intervals() const;
+ vector<result_type> densities() const;
+
+ param_type param() const;
+ void param(const param_type& parm);
+
+ result_type min() const;
+ result_type max() const;
+
+ friend bool operator==(const piecewise_linear_distribution& x,
+ const piecewise_linear_distribution& y);
+ friend bool operator!=(const piecewise_linear_distribution& x,
+ const piecewise_linear_distribution& y);
+
+ template <class charT, class traits>
+ friend
+ basic_ostream<charT, traits>&
+ operator<<(basic_ostream<charT, traits>& os,
+ const piecewise_linear_distribution& x);
+
+ template <class charT, class traits>
+ friend
+ basic_istream<charT, traits>&
+ operator>>(basic_istream<charT, traits>& is,
+ piecewise_linear_distribution& x);
+};
+
+} // std
+*/
+
+#if __cplusplus < 201103L && defined(_LIBCPP_USE_FROZEN_CXX03_HEADERS)
+# include <__cxx03/random>
+#else
+# include <__config>
+# include <__random/bernoulli_distribution.h>
+# include <__random/binomial_distribution.h>
+# include <__random/cauchy_distribution.h>
+# include <__random/chi_squared_distribution.h>
+# include <__random/default_random_engine.h>
+# include <__random/discard_block_engine.h>
+# include <__random/discrete_distribution.h>
+# include <__random/exponential_distribution.h>
+# include <__random/extreme_value_distribution.h>
+# include <__random/fisher_f_distribution.h>
+# include <__random/gamma_distribution.h>
+# include <__random/generate_canonical.h>
+# include <__random/geometric_distribution.h>
+# include <__random/independent_bits_engine.h>
+# include <__random/is_seed_sequence.h>
+# include <__random/knuth_b.h>
+# include <__random/linear_congruential_engine.h>
+# include <__random/lognormal_distribution.h>
+# include <__random/mersenne_twister_engine.h>
+# include <__random/negative_binomial_distribution.h>
+# include <__random/normal_distribution.h>
+# include <__random/piecewise_constant_distribution.h>
+# include <__random/piecewise_linear_distribution.h>
+# include <__random/poisson_distribution.h>
+# include <__random/random_device.h>
+# include <__random/ranlux.h>
+# include <__random/seed_seq.h>
+# include <__random/shuffle_order_engine.h>
+# include <__random/student_t_distribution.h>
+# include <__random/subtract_with_carry_engine.h>
+# include <__random/uniform_int_distribution.h>
+# include <__random/uniform_random_bit_generator.h>
+# include <__random/uniform_real_distribution.h>
+# include <__random/weibull_distribution.h>
+# include <version>
+
+// standard-mandated includes
+
+// [rand.synopsis]
+# include <initializer_list>
+
+# if !defined(_LIBCPP_HAS_NO_PRAGMA_SYSTEM_HEADER)
+# pragma GCC system_header
+# endif
+
+# if !defined(_LIBCPP_REMOVE_TRANSITIVE_INCLUDES) && _LIBCPP_STD_VER <= 20
+# include <algorithm>
+# include <climits>
+# include <cmath>
+# include <concepts>
+# include <cstddef>
+# include <cstdint>
+# include <cstdlib>
+# include <iosfwd>
+# include <limits>
+# include <numeric>
+# include <string>
+# include <type_traits>
+# include <vector>
+# endif
+#endif // __cplusplus < 201103L && defined(_LIBCPP_USE_FROZEN_CXX03_HEADERS)
+
+#endif // _LIBCPP_RANDOM