Module adaptive_convergence

Adaptive tolerance selection and convergence criteria

This module provides adaptive tolerance selection mechanisms that automatically adjust convergence criteria based on problem characteristics, function scale, optimization progress, and numerical stability considerations.

Structs

AdaptationStats

Adaptation statistics for debugging and monitoring

AdaptiveToleranceOptions

Adaptive tolerance options

AdaptiveToleranceState

State tracking for adaptive tolerance selection

ConvergenceStatus

Convergence status with detailed information

Functions

check_convergence_adaptive

Enhanced convergence check with adaptive tolerances

create_adaptive_options_for_problem

Create adaptive tolerance options optimized for specific problem types