An Unified Convergence Criterion for Genetic Algorithms
Wang Li · Techniques of Automation and Applications · 2004
The paper analyzes three phenomena of convergence-premature convergence, slow convergence and even no convergence.The relationship of convergence rate with control parameters and fitness function is studied. An unified criterion for the global convergence are proposed and proved strictly.