MOEA/D + uniform design: A new version of MOEA/D for optimization problems with many objectives

A fast and elitist multiobjective genetic algorithm: NSGA-II

Kalyanmoy Deb, Amrit Pratap, Sakshi Agarwal et al. · IEEE Transactions on Evolutionary Computation · 2002 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

MOEA/D: A Multiobjective Evolutionary Algorithm Based on Decomposition

Qingfu Zhang, Hui Li · IEEE Transactions on Evolutionary Computation · 2007 · 9.2K citations

Multiobjective Evolutionary Algorithm, Engineering, Intelligent Optimization +14

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.4K citations

Strength Pareto Approach, Engineering, Pareto Dominance Relationship +15

Handling multiple objectives with particle swarm optimization

Carlos A. Coello Coello, Gregorio Toscano‐Pulido, M.S. Lechuga · IEEE Transactions on Evolutionary Computation · 2004 · 4.3K citations

Artificial Intelligence, Special Mutation Operator, Engineering +10

Performance assessment of multiobjective optimizers: an analysis and review

Eckart Zitzler, Lothar Thiele, Marco Laumanns et al. · IEEE Transactions on Evolutionary Computation · 2003 · 4.1K citations

Engineering, Industrial Engineering, Computational Complexity +16