Benchmark testing

[kanitakadusic]

Benchmark Testing for BFGS Implementation

Description

Evaluate the BFGS implementation across standard optimization benchmark functions to assess convergence stability, accuracy, and robustness. The goal is to cover diverse function types, unimodal, multimodal, separable, and non-separable, to ensure reliable behavior across different landscapes.

Benchmark Categories:

1. Unimodal & Separable (Classical)
2. Unimodal & Non-Separable (Classical)
3. Multimodal & Separable (Classical)
4. Multimodal & Non-Separable (Classical)
5. CEC 2020 Benchmark Suite (optional)

Tasks

• Prepare wrappers for each benchmark function (consistent interface).
• Summarize results (tables per category).

Expected Output

• Comprehensive benchmark report across all categories.
• Identification of weak spots (e.g. multimodal non-separable surfaces).
• Recommendations for improvements.

[imuslic1]

gah dayum 🥀