10/6/03
4
The Nonconvergence Issue
¥AS often does not converge to single solution
¥Population maintains high diversity
¥A bug or a feature?
¥Potential advantages of nonconvergence:
Ðavoids getting trapped in local optima
Ðpromising for dynamic applications
¥Flexibility & robustness are more important than optimality in natural computation