# Technical Data Extraction: AIME-25 Diversity Analysis ## 1. Document Header * **Title:** AIME-25, fixed population size $N=16$ * **Language:** English ## 2. Component Isolation The image is a line graph depicting the relationship between iterative steps and population diversity across different parameter settings. * **Header:** Contains the experiment title and fixed variable ($N=16$). * **Main Chart Area:** A Cartesian coordinate system with three data series. * **Legend:** Located in the upper-right quadrant. * **Axes:** * **Y-Axis (Vertical):** Labeled "Diversity". Scale ranges from 0.000 to 0.025 with major gridlines every 0.005. * **X-Axis (Horizontal):** Labeled "RSA Step". Discrete integer markers from 1 to 10. ## 3. Legend and Data Series Identification | Series Label | Color | Marker Shape | Visual Trend Description | | :--- | :--- | :--- | :--- | | **K=2** | Goldenrod / Yellow-Orange | Square | Sharp increase at step 2, followed by a gradual, steady decline. Remains the highest diversity series from step 4 onwards. | | **K=4** | Blue | Circle | Initial peak at step 2, followed by a moderate decline. Maintains an intermediate diversity level between K=2 and K=8. | | **K=8** | Green | Triangle | Initial peak at step 2, followed by the steepest decline among all series, reaching the lowest diversity by step 10. |

# Technical Document Extraction: AIME-25 Diversity Analysis ## Header - **Title**: "AIME-25, fixed population size N=16" - **Language**: English (no other languages detected) ## Main Chart ### Axes - **X-axis**: "RSA Step" (integer values 1–10) - **Y-axis**: "Diversity" (continuous scale from 0.005 to 0.025) ### Data Series #### K=2 (Orange Squares) - **Trend**: - Starts at 0.006 (Step 1) - Peaks at 0.016 (Step 2) - Declines steadily to 0.005 (Step 10) - **Key Points**: - Step 1: 0.006 - Step 2: 0.016 - Step 3: 0.010 - Step 4: 0.008 - Step 5: 0.006 - Step 6: 0.006 - Step 7: 0.006 - Step 8: 0.006 - Step 9: 0.006 - Step 10: 0.005 #### K=3 (Green Triangles) - **Trend**: - Starts at 0.006 (Step 1) - Peaks at 0.015 (Step 2) - Declines steadily to 0.004 (Step 10) - **Key Points**: - Step 1: 0.006 - Step 2: 0.015 - Step 3: 0.009 - Step 4: 0.007 - Step 5: 0.005 - Step 6: 0.005 - Step 7: 0.005 - Step 8: 0.004 - Step 9: 0.004 - Step 10: 0.004 #### K=4 (Red Diamonds) - **Trend**: - Starts at 0.006 (Step 1) - Peaks at 0.020 (Step 2) - Declines steadily to 0.003 (Step 10) - **Key Points**: - Step 1: 0.006 - Step 2: 0.020 - Step 3: 0.008 - Step 4: 0.007 - Step 5: 0.005 - Step 6: 0.005 - Step 7: 0.004 - Step 8: 0.004 - Step 9: 0.003 - Step 10: 0.003 ### Legend - **Position**: Top-right corner - **Components**: - Orange square: K=2 - Green triangle: K=3 - Red diamond: K=4 ## Spatial Grounding - Legend confirmed in top-right quadrant. - All data series align with legend colors/markers: - K=2 (orange squares) matches orange line. - K=3 (green triangles) matches green line. - K=4 (red diamonds) matches red line. ## Trend Verification - All series peak at RSA Step 2, then decline. - K=4 maintains highest diversity throughout. - K=2 and K=3 converge to similar values by Step 10. ## Component Isolation 1. **Header**: Title and population size. 2. **Main Chart**: Axes, data series, and trends. 3. **Legend**: Color-marker mappings. ## Conclusion The chart illustrates diversity trends for K=2, K=3, and K=4 under fixed population size N=16. All series peak at RSA Step 2, with K=4 showing the highest diversity. Post-peak, diversity declines monotonically for all K values, with K=4 remaining dominant.