Concepedia

Elite-driven surrogate-assisted CMA-ES algorithm by improved lower confidence bound method

Zengcong Li, Tianhe Gao, Kuo Tian, Bo Wang

Engineering With Computers · 2022 · 23 citations · 64 references

Concepts

ComputingComputer ScienceAlgorithmsMachine LearningOptimizationGlobal OptimizationMetaheuristic OptimizationMulti-objective OptimizationSurrogate ModelingSurrogate-assisted OptimizationSurrogate-based OptimizationCma-es (Covariance Matrix Adaptation Evolution Strategy)Surrogate-assisted Design OptimizationSurrogate-assisted Evolutionary AlgorithmsSurrogate-assisted Multiobjective OptimizationSurrogate-based Evolutionary Algorithms

References

64

A genetic algorithm tutorial

Darrell Whitley · Statistics and Computing · 1994 · 4.5K citations

Architecture, Computer Science, Algorithms +11

Surrogate-assisted evolutionary computation: Recent advances and future challenges

Yaochu Jin · Swarm and Evolutionary Computation · 2011 · 1.4K citations

Architecture, Computational Engineering, Optimization +13

A comprehensive survey of fitness approximation in evolutionary computation

Yaochu Jin · Soft Computing · 2003 · 1.2K citations

Architecture, Evolutionary Biology, Algorithms +15

Adapting arbitrary normal mutation distributions in evolution strategies: the covariance matrix adaptation

Nikolaus Hansen, Andreas Ostermeier · 2002 · 1.1K citations

Life Sciences, Evolutionary Biology, Directed Evolution +11

A framework for evolutionary optimization with approximate fitness functions

Yaochu Jin, Markus Olhofer, Bernhard Sendhoff · IEEE Transactions on Evolutionary Computation · 2002 · 660 citations

Architecture, Computational Engineering, Design Optimization +13