Variable surrogate model-based particle swarm optimization for high-dimensional expensive problems

An Efficient Method for Complex Antenna Design Based on a Self Adaptive Surrogate Model-Assisted Optimization Technique

(2021) Bo Liu et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

Surrogate-Assisted Evolutionary Search of Spiking Neural Architectures in Liquid State Machines

(2020) Yan Zhou et al.   NEUROCOMPUTING

A fast surrogate-assisted particle swarm optimization algorithm for computationally expensive problems

(2020) Fan Li et al.   APPLIED SOFT COMPUTING

An Efficient Surrogate-Assisted Hybrid Optimization Algorithm for Expensive Optimization Problems

(2020) Jeng-Shyang Pan et al.   INFORMATION SCIENCES

Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates

(2020) Jian-Yu Li et al.   IEEE Transactions on Cybernetics

A Novel Evolutionary Sampling Assisted Optimization Method for High-Dimensional Expensive Problems

(2019) Xinjing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Efficient global optimization for high-dimensional constrained problems by using the Kriging models combined with the partial least squares method

(2018) Mohamed Amine Bouhlel et al.   ENGINEERING OPTIMIZATION

A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization

(2018) Tinkle Chugh et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Adaptive Information Granulation in Fitness Estimation for Evolutionary Optimization

(2018) Jie Tian et al.   WIRELESS PERSONAL COMMUNICATIONS

Global and Local Surrogate-Assisted Differential Evolution for Expensive Constrained Optimization Problems With Inequality Constraints

(2018) Yong Wang et al.   IEEE Transactions on Cybernetics

Data-Driven Evolutionary Optimization: An Overview and Case Studies

(2018) Yaochu Jin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Multi-objective Infill Criterion Driven Gaussian Process Assisted Particle Swarm Optimization of High-dimensional Expensive Problems

(2018) Jie Tian et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-Assisted Cooperative Swarm Optimization of High-Dimensional Expensive Problems

(2017) Chaoli Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Committee-Based Active Learning for Surrogate-Assisted Particle Swarm Optimization of Expensive Problems

(2017) Handing Wang et al.   IEEE Transactions on Cybernetics

GP-DEMO: Differential Evolution for Multiobjective Optimization based on Gaussian Process models

(2015) Miha Mlakar et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A social learning particle swarm optimization algorithm for scalable optimization

(2015) Ran Cheng et al.   INFORMATION SCIENCES

A Competitive Swarm Optimizer for Large Scale Optimization

(2015) Ran Cheng et al.   IEEE Transactions on Cybernetics

A two-layer surrogate-assisted particle swarm optimization algorithm

(2014) Chaoli Sun et al.   SOFT COMPUTING

A Gaussian Process Surrogate Model Assisted Evolutionary Algorithm for Medium Scale Expensive Optimization Problems

(2013) Bo Liu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary Programming for High-Dimensional Constrained Expensive Black-Box Optimization Using Radial Basis Functions

(2013) Rommel G. Regis   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A Distance-Based Locally Informed Particle Swarm Model for Multimodal Optimization

(2012) B. Y. Qu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms

(2011) Joaquín Derrac et al.   Swarm and Evolutionary Computation

Evolutionary hidden information detection by granulation-based fitness approximation

(2009) M. Davarynejad et al.   APPLIED SOFT COMPUTING

A systems approach to evolutionary multiobjective structural optimization and beyond

(2009) Yaochu Jin et al.   IEEE Computational Intelligence Magazine