Module convergence 

Convergence detection for evolutionary algorithms

This module provides various methods to detect when an evolutionary algorithm has converged or should terminate.

Structs

ConvergenceConfig

Configuration for convergence detection

ConvergenceDetector

Convergence detector that tracks evolution state

TerminationCriteria

Termination criteria for evolutionary algorithms

Enums

ConvergenceReason

Reason for convergence

ConvergenceStatus

Result of a convergence check

TerminationCriterion

A single termination criterion

Functions

detect_stagnation

Detect fitness stagnation in a history of fitness values

evolutionary_ess

Effective Sample Size (ESS) for evolutionary SMC

evolutionary_ess_log

Effective Sample Size from log weights

evolutionary_rhat

R-hat analog for evolutionary convergence

fitness_convergence

Compute population convergence from fitness values