juniorGenetic Algorithms
What is convergence in GA?
Updated May 16, 2026
Short answer
Convergence occurs when population stabilizes around similar solutions.
Deep explanation
It happens when diversity decreases and fitness improvements plateau.
Real-world example
All routes becoming similar in optimization.
Common mistakes
- Mistaking premature convergence for optimality.
Follow-up questions
- How to prevent premature convergence?
- Is convergence always good?