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Diffstat (limited to 'src/ProbabDistrib.h')
-rw-r--r-- | src/ProbabDistrib.h | 74 |
1 files changed, 74 insertions, 0 deletions
diff --git a/src/ProbabDistrib.h b/src/ProbabDistrib.h new file mode 100644 index 000000000..ddaadd9b7 --- /dev/null +++ b/src/ProbabDistrib.h @@ -0,0 +1,74 @@ + +// ProbabDistrib.h + +// Declares the cProbabDistrib class representing a discrete probability distribution curve and random generator + +/* +Usage: +1, Create a cProbabDistrib instance +2, Initialize the distribution either programmatically, using the SetPoints() function, or using a definition string +3, Ask for random numbers in that probability distribution using the Random() function +*/ + + + + + +#pragma once + + + + + +// fwd: +class MTRand; + + + + + +class cProbabDistrib +{ +public: + class cPoint + { + public: + int m_Value; + int m_Probability; + + cPoint(int a_Value, int a_Probability) : + m_Value(a_Value), + m_Probability(a_Probability) + { + } + } ; + + typedef std::vector<cPoint> cPoints; + + + cProbabDistrib(int a_MaxValue); + + /// Sets the distribution curve using an array of [value, probability] points, linearly interpolated. a_Points must not be empty. + void SetPoints(const cPoints & a_Points); + + /// Sets the distribution curve using a definition string; returns true on successful parse + bool SetDefString(const AString & a_DefString); + + /// Gets a random value from a_Rand, shapes it into the distribution curve and returns the value. + int Random(MTRand & a_Rand) const; + + /// Maps value in range [0, m_Sum] into the range [0, m_MaxValue] using the stored probability + int MapValue(int a_OrigValue) const; + + int GetSum(void) const { return m_Sum; } + +protected: + + int m_MaxValue; + cPoints m_Cumulative; ///< Cumulative probability of the values, sorted, for fast bsearch lookup + int m_Sum; ///< Sum of all the probabilities across all values in the domain; -1 if not set +} ; + + + + |