Kernel Method Based Human Model for Enhancing Interactive Evolutionary Optimization

Algorithm 1

Kernel based genetic algorithm (: generation and : population of the th generation).

(1) 

(2)  Initialize

(3)  Computing Fitness()

(4)  while Non-Termination do

(5)  Selecting Training Data

(6)  Training Linear Classifier

(7)  Selection()

(8)  Kernel Based Crossover()

(9)  Kernel Based Mutation()

(10) 

(11) Computing Fitness()

(12) end while