std::linear_congruential_engine - cppreference.com (original) (raw)

std::linear_congruential_engine

| | | | | --------------------------------------------------------------------------------------------------- | | ------------- | | template< class UIntType, UIntType a, UIntType c, UIntType m > class linear_congruential_engine; | | (since C++11) |

linear_congruential_engine is a random number engine based on Linear congruential generator (LCG).

Contents

[edit] Template parameters

UIntType - The result type generated by the generator. The effect is undefined if this is not one of unsigned short, unsigned int, unsigned long, or unsigned long long.
a - the multiplier term
c - the increment term
m - the modulus term

When m is not zero, if a >= m or c >= m is true, the program is ill-formed.

[edit] Generator properties

The size of the states of linear_congruential_engine is 1, each of them consists of a single integer.

The actual modulus \(\scriptsize m_0\)m0 is defined as follows:

The transition algorithm of linear_congruential_engine is \(\scriptsize TA(x_i) = (a \cdot x_i + c)\mod m_0\)TA(xi) = (a·xi+c) mod m0.

The generation algorithm of linear_congruential_engine is \(\scriptsize GA(x_i) = (a \cdot x_i + c)\mod m_0\)GA(xi) = (a·xi+c) mod m0.

The pseudo-random number generated with the current state is also the successor state.

[edit] Predefined specializations

The following specializations define the random number engine with two commonly used parameter sets:

Type Definition
minstd_rand0 (C++11) std::linear_congruential_engine<std::uint_fast32_t, 16807, 0, 2147483647> Discovered in 1969 by Lewis, Goodman and Miller, adopted as "Minimal standard" in 1988 by Park and Miller[edit]
minstd_rand (C++11) std::linear_congruential_engine<std::uint_fast32_t, 48271, 0, 2147483647>Newer "Minimum standard", recommended by Park, Miller, and Stockmeyer in 1993[edit]

[edit] Nested types

Type Definition
result_type UIntType

[edit] Data members

constexpr UIntType multiplier[static] a (public static member constant)
constexpr UIntType increment[static] c (public static member constant)
constexpr UIntType modulus[static] m (public static member constant)
constexpr UIntType default_seed[static] 1u (public static member constant)

[edit] Member functions

Construction and Seeding
(constructor) constructs the engine (public member function) [edit]
seed sets the current state of the engine (public member function) [edit]
Generation
operator() advances the engine's state and returns the generated value (public member function) [edit]
discard advances the engine's state by a specified amount (public member function) [edit]
Characteristics
min[static] gets the smallest possible value in the output range (public static member function) [edit]
max[static] gets the largest possible value in the output range (public static member function) [edit]

[edit] Non-member functions

[edit] Example