| max_iterations: 100 | |
| checkpoint_interval: 10 | |
| log_level: INFO | |
| llm: | |
| primary_model: claude-opus-4-6 | |
| primary_model_weight: 1.0 | |
| api_base: https://api.anthropic.com/v1 | |
| api_key: ${ANTHROPIC_API_KEY} | |
| temperature: 0.7 | |
| max_tokens: 16384 | |
| timeout: 600 | |
| prompt: | |
| system_message: |- | |
| You are an expert in digital signal processing. | |
| Improve the adaptive signal filtering algorithm to minimize lag, reduce noise, and track signals. | |
| Multi-objective scoring on smoothness, accuracy, noise reduction, responsiveness. | |
| numpy and scipy are available. | |
| num_top_programs: 3 | |
| use_template_stochasticity: true | |
| database: | |
| population_size: 60 | |
| archive_size: 25 | |
| num_islands: 4 | |
| elite_selection_ratio: 0.3 | |
| exploitation_ratio: 0.7 | |
| evaluator: | |
| timeout: 300 | |
| cascade_evaluation: false | |
| parallel_evaluations: 1 | |
| use_llm_feedback: false | |
| diff_based_evolution: true | |
| allow_full_rewrites: false | |