egttools.numerical.numerical

The numerical module contains optimized functions and classes to simulate evolutionary dynamics in large populations. This module is written in C++.

Functions

calculate_nb_states	Calculates the number of states (combinations) of the members of a group in a subgroup.
calculate_state	This function converts a vector containing counts into an index.
calculate_strategies_distribution	Calculates the average frequency of each strategy available in the population given the stationary distribution.
replicator_equation	Calculates the gradient of the replicator dynamics given the current population state.
replicator_equation_n_player	Calculates the gradient of the replicator dynamics given the current population state.
sample_simplex	Transforms a state index into a vector.
sample_simplex_directly	Samples an N-dimensional point directly from the simplex.
sample_unit_simplex	Samples uniformly at random the unit simplex with nb_strategies dimensionse.
vectorized_replicator_equation_n_player	Calculates the gradient of the replicator dynamics given the current population state.

Classes

PairwiseComparison	A class containing methods to study analytically the evolutionary dynamics using the Pairwise comparison rule.
PairwiseComparisonNumerical	A class containing methods to study numerically the evolutionary dynamics using the Pairwise comparison rule.
Random	Random seed generator.