start_evolution
Initialize an evolutionary solution system to generate and optimize solutions across multiple generations using genetic algorithm principles with consistency check evaluations.
Instructions
Initialize an evolutionary solution system for a given problem with consistency checks.
This tool sets up the framework for evolving solutions across multiple generations. The LLM will:
Generate initial population of solutions
Evaluate solutions against consistency checks
Use crossover recommendations to create better solutions
Repeat until convergence or max generations
Use this tool to begin the evolutionary process with a clear problem statement and evaluation criteria.
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| problemStatement | Yes | The problem or challenge to solve | |
| consistencyChecks | Yes | Array of consistency checks (strings or objects with description and weight) | |
| populationSize | No | Number of solutions per generation (default: 3) | |
| maxGenerations | No | Maximum number of generations (default: 5) | |
| convergenceThreshold | No | Score threshold for convergence (default: 0.95) |