create_new_generation: create_new_generation

In demsarjure/autohrf: Automated Generation of Data-Informed GLM Models in Task-Based fMRI Data Analysis

create_new_generation

Description

A helper function for creating a new generation of possible solutions.

Usage

create_new_generation(
  elitism,
  population,
  start_time,
  end_time,
  fitness,
  n_events,
  mutation_factor,
  mutation_rate,
  current_model,
  allow_overlap
)

Arguments

elitism	The degree of elitism (promote a percentage of the best solutions) in the genetic algorithm.
population	The size of the population in the genetic algorithm.
start_time	A list with model's event start times.
end_time	A list with model's event end times.
fitness	A fitness score of all candidate models.
n_events	Number of events in the model.
mutation_factor	The mutation factor in the genetic algorithm.
mutation_rate	The mutation rate in the genetic algorithm.
current_model	The constraints of the current model.
allow_overlap	Whether to allow overlap between events.

Value

A new generation of candidate models.

demsarjure/autohrf documentation built on Feb. 3, 2024, 6:38 a.m.