Applying graph-based differential grouping for multiobjective large-scale optimization

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 47.8K citations

Natural Sciences, Evolutionary Biology, Algorithms +10

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.6K citations

Natural Sciences, Computer Science, Algorithms +16

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

Joaquín Derrac, Salvador García, Daniel Molina et al. · Swarm and Evolutionary Computation · 2011 · 5.4K citations

Computing, Computer Science, Artificial Intelligence +14

Performance assessment of multiobjective optimizers: an analysis and review

Eckart Zitzler, Lothar Thiele, Marco Laumanns et al. · IEEE Transactions on Evolutionary Computation · 2003 · 4.2K citations

Computing, Computer Science, Algorithms +10

Multiobjective Optimization Problems With Complicated Pareto Sets, MOEA/D and NSGA-II

Hui Li, Qingfu Zhang · IEEE Transactions on Evolutionary Computation · 2008 · 2.5K citations

Natural Sciences, Mathematics, Design Optimization +16