Novel virtual fitness evaluation framework for fitness landscape learning evolutionary computation

Adaptive Evolution Control with P-I Similarity Index for Surrogate-assisted Evolutionary Computation

“…We have also proposed a novel evolutionary computational framework, which introduces the RSE Model and which we have called Fitness Landscape Learning Evolutionary Computation (FLLEC) [3]. The population can evolve reducing the number of fitness evaluations using predictions from the RSE Model in FLLEC.…”

“…We adopt "Genetic Algorithms" and the RSE Model as a typical example of FLLEC. FLLEC with GA is called " Air GA " [3].…”