Two-layer adaptive surrogate-assisted evolutionary algorithm for high-dimensional computationally expensive problems

An improved differential evolution algorithm using efficient adapted surrogate model for numerical optimization

(2018) Noor H. Awad et al.   INFORMATION SCIENCES

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

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

Improving kriging surrogates of high-dimensional design models by Partial Least Squares dimension reduction

(2016) Mohamed Amine Bouhlel et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems

(2016) Bo Liu et al.   Journal of Computational Science

An evolving surrogate model-based differential evolution algorithm

(2015) Rammohan Mallipeddi et al.   APPLIED SOFT COMPUTING

Low-SAR Path Discovery by Particle Swarm Optimization Algorithm in Wireless Body Area Networks

(2015) Tin-Yu Wu et al.   IEEE SENSORS JOURNAL

A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization

(2015) Wenyin Gong et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Automatic Programming via Iterated Local Search for Dynamic Job Shop Scheduling

(2015) Su Nguyen et al.   IEEE Transactions on Cybernetics

Influence of ensemble surrogate models and sampling strategy on the solution quality of algorithms for computationally expensive black-box global optimization problems

(2014) Juliane Müller et al.   JOURNAL OF GLOBAL OPTIMIZATION

A two-layer surrogate-assisted particle swarm optimization algorithm

(2014) Chaoli Sun et al.   SOFT COMPUTING

Metamodel-assisted optimization based on multiple kernel regression for mixed variables

(2014) Manuel Herrera et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Constrained optimization by radial basis function interpolation for high-dimensional expensive black-box problems with infeasible initial points

(2013) Rommel G. Regis   ENGINEERING OPTIMIZATION

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

An Efficient Genetic Algorithm for Maximum Coverage Deployment in Wireless Sensor Networks

(2013) Yourim Yoon et al.   IEEE Transactions on Cybernetics

Surrogate-Based Multi-Objective Aerothermodynamic Design Optimization of Hypersonic Spiked Bodies

(2012) M. Y. M. Ahmed et al.   AIAA JOURNAL

Combining radial basis function surrogates and dynamic coordinate search in high-dimensional expensive black-box optimization

(2012) Rommel G. Regis et al.   ENGINEERING OPTIMIZATION

A new fitness estimation strategy for particle swarm optimization

(2012) Chaoli Sun et al.   INFORMATION SCIENCES

Efficient global optimization algorithm assisted by multiple surrogate techniques

(2012) Felipe A. C. Viana et al.   JOURNAL OF GLOBAL OPTIMIZATION

Adaptive strategy selection in differential evolution for numerical optimization: An empirical study

(2011) Wenyin Gong et al.   INFORMATION SCIENCES

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

Stochastic radial basis function algorithms for large-scale optimization involving expensive black-box objective and constraint functions

(2010) Rommel G. Regis   COMPUTERS & OPERATIONS RESEARCH

JADE: Adaptive Differential Evolution With Optional External Archive

(2009) Jingqiao Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Generalizing Surrogate-Assisted Evolutionary Computation

(2009) Dudy Lim et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Expensive Multiobjective Optimization by MOEA/D With Gaussian Process Model

(2009) Qingfu Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Power systems operation using particle swarm optimization technique

(2008) A.A. Abou El-Ela et al.   ELECTRIC POWER SYSTEMS RESEARCH