TEO Framework Tests

This README describes the various tests implemented in the TEO framework to evaluate its performance and stability.

Tests Overview

1. Entropy Budget Constraint Validation
   This test checks if the entropy budget constraints are being adhered to during operations. It involves measuring the entropy levels and ensuring they do not exceed the predefined budget.

2. Mode-Switching Efficiency
   The efficiency of switching between different modes of operation is evaluated using this test. It tracks the time taken and resource usage while switching modes, ensuring that the system responds promptly and efficiently.

3. Persistence Score Measurements
   This test evaluates how persistent the system is over time during various operations. It measures the consistency and reliability of the system's responses under different conditions.

4. Attractor Stability Analysis
   The stability of attractors is analyzed to determine how well the system maintains its states over time. This test involves assessing the sensitivity of the system to perturbations and how quickly it returns to an attractor state.

Conclusion

These tests are essential for ensuring that the TEO framework operates within the desired parameters and maintains stability under various conditions.