A fast and elitist multiobjective genetic algorithm: NSGA-II
A fast and elitist multiobjective genetic algorithm: NSGA-II
K. Deb,S. Agrawal,Amrit Pratap,T. Meyarivan
2002 · DOI: 10.1109/4235.996017
IEEE Transactions on Evolutionary Computation · 48,205 Citations
TLDR
This paper suggests a non-dominated sorting-based MOEA, called NSGA-II (Non-dominated Sorting Genetic Algorithm II), which alleviates all of the above three difficulties, and modify the definition of dominance in order to solve constrained multi-objective problems efficiently.