Concepedia

Storage ring nonlinear dynamics optimization with multi-objective multi-generation Gaussian process optimizer

Minghao Song, Xiaobiao Huang, Linda Spentzouris, Zhe Zhang

Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment · 2020 · 18 citations · 20 references

Open access

Concepts

EngineeringSystems EngineeringDesign OptimizationOptimizationProcess DynamicsDynamic OptimizationGaussian Process ModelingGaussian ProcessesMulti-objective OptimizationPerformance OptimizationProcess OptimizationIndustrial Process OptimizationMulti-objective Evolutionary ComputationMulti-objective Robust OptimizationNonlinear Dynamic OptimizationNonlinear Optimization

References

20

Genetic algorithms in search, optimization, and machine learning

Choice Reviews Online · 1989 · 49.3K citations

Computing, Computer Science, Algorithms +14

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

Particle swarm optimization

James Kennedy, R.C. Eberhart · 2002 · 47.5K citations

Architecture, Bioinformatics, Directed Evolution +7

The particle swarm - explosion, stability, and convergence in a multidimensional complex space

Maurice Clerc, James Kennedy · IEEE Transactions on Evolutionary Computation · 2002 · 8.9K citations

Computing, Computer Science, Algorithms +13

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

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.6K citations

Natural Sciences, Mathematics, Diversification Strategy +16