A NEW GENETIC ALGORITHM CONVERGING TO THE GLOBALLY-OPTIMAL SOLUTION
TU Cheng-yuan · Information and Computation · 2001
A new genetic algorithm is developed, being remarked for the addition of three new operations: restoration, reconstruction and recording the better so as to create a limited monotonic fitness-value-sequence to realize the globally-optimal selection, and to converge to the globally-optimal solution within a thoroughly stochastic process. Also, two examples are given, illustrating the superiority of this new genetic algorithm developed by the authors.