Surrogate-assisted MOEA/D for expensive constrained 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 · 46.1K citations

Artificial Intelligence, Population Size, Computational Science +15

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

Rainer Storn, Kenneth V. Price · Journal of Global Optimization · 1997 · 28K citations

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

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

Strength Pareto Approach, Engineering, Pareto Dominance Relationship +15

An efficient constraint handling method for genetic algorithms

Kalyanmoy Deb · Computer Methods in Applied Mechanics and Engineering · 2000 · 3.8K citations

Memetic Algorithm, Computational Science, Engineering +6