Concepedia

Multiobjective evolutionary algorithms: A survey of the state of the art

Aimin Zhou, Boyang Qu, Hui Li, Shi-Zheng Zhao, Ponnuthurai Nagaratnam Suganthan, Qingfu Zhang

Swarm and Evolutionary Computation · 2011 · 2.2K citations · 262 references

Concepts

ArchitectureMathematicsOptimizationEvolutionary ComputationEvolutionary OptimizationGenetic AlgorithmsMulti-objective OptimizationMultiobjective OptimizationPopulation-based SearchEvolutionary AlgorithmsMulti-objective Evolutionary AlgorithmsMultiobjective Evolutionary Algorithms

References

262

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

Optimization by Simulated Annealing

Scott Kirkpatrick, C. D. Gelatt, M.P. Vecchi · Science · 1983 · 44.6K citations

Natural Sciences, Mathematics, 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

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy · 2002 · 14.9K citations

Computing, Computer Science, Artificial Intelligence +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