An adaptive multi-population differential evolution algorithm for continuous multi-objective 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

Differential Evolution – A Simple and Efficient Heuristic for global Optimization over Continuous Spaces

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28.7K citations

Natural Sciences, Mathematics, Optimization +12

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

Comparison of Multiobjective Evolutionary Algorithms: Empirical Results

Eckart Zitzler, Kalyanmoy Deb, Lothar Thiele · Evolutionary Computation · 2000 · 5.6K citations

Natural Sciences, Mathematics, Algorithms +14

SPEA2: Improving the strength pareto evolutionary algorithm

Eckart Zitzler, Marco Laumanns, Lothar Thiele · Repository for Publications and Research Data (ETH Zurich) · 2001 · 5K citations · Full text

Architecture, Evolutionary Biology, Optimization +8