Intrinsic Evolution — Analysis Summary

Run

• num_steps_completed: 10000
• snapshot_interval: 200
• seed: 42

Population

• initial_population: 30
• peak_population: 77
• mean_population: 27.54
• final_population_observed: 28
• birth_rate_mean: 0.0007783
• death_rate_mean: 0.0007554

Gene means (initial → final)

| gene | initial mean | final mean | shift | | — | — | — | — | | learning_rate | 0.2601 | 0.2529 | -0.007205 | | gamma | 0.8089 | 0.8464 | 0.03752 | | epsilon_decay | 0.8459 | 0.8298 | -0.01612 | | memory_size | 2000 | 2000 | 0 |

Speciation

• final: 0.4844
• max: 0.6025
• mean: 0.4637
• unique clusters tracked: 10

Lineages

• founders at start: 30
• surviving founders at end: 7
• max lineage depth (final snapshot): 4
• mean lineage depth (final snapshot): 1.286

Niche correlation (final snapshot)

Cluster 4

• size=6, mean_x=None, mean_y=None, mean_energy=None
• size=4, mean_x=None, mean_y=None, mean_energy=None
• size=6, mean_x=None, mean_y=None, mean_energy=None
• size=12, mean_x=None, mean_y=None, mean_energy=None