Efficient hierarchical surrogate-assisted differential evolution for high-dimensional expensive optimization

Recent trends in the use of statistical tests for comparing swarm and evolutionary computing algorithms: Practical guidelines and a critical review

(2020) J. Carrasco et al.   Swarm and Evolutionary Computation

An on-line variable-fidelity surrogate-assisted harmony search algorithm with multi-level screening strategy for expensive engineering design optimization

(2019) Jin Yi et al.   KNOWLEDGE-BASED SYSTEMS

A FRACTAL DISCRETE FRACTURE NETWORK MODEL FOR HISTORY MATCHING OF NATURALLY FRACTURED RESERVOIRS

(2019) LIMING ZHANG et al.   FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY

Surrogate-guided differential evolution algorithm for high dimensional expensive problems

(2019) Xiwen Cai et al.   Swarm and Evolutionary Computation

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

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

SCGOSR: Surrogate-based constrained global optimization using space reduction

(2018) Huachao Dong et al.   APPLIED SOFT COMPUTING

Hybrid surrogate-based optimization using space reduction (HSOSR) for expensive black-box functions

(2018) Huachao Dong et al.   APPLIED SOFT COMPUTING

Advances in surrogate based modeling, feasibility analysis, and optimization: A review

(2018) Atharv Bhosekar et al.   COMPUTERS & CHEMICAL ENGINEERING

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

Offline Data-Driven Evolutionary Optimization Using Selective Surrogate Ensembles

(2018) Handing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Fuzzy Optimal Allocation Model for Task-Resource Assignment Problem in Collaborative Logistics Network

(2018) Xiaofeng Xu et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Efficient Global Optimization of Actuator Based on a Surrogate Model Assisted Hybrid Algorithm

(2018) Bo Liu et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

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

A generation-based optimal restart strategy for surrogate-assisted social learning particle swarm optimization

(2018) Haibo Yu et al.   KNOWLEDGE-BASED SYSTEMS

Ensemble of surrogates assisted particle swarm optimization of medium scale expensive problems

(2018) Fan Li et al.   APPLIED SOFT COMPUTING

High-Dimensional Reliability-Based Design Optimization Involving Highly Nonlinear Constraints and Computationally Expensive Simulations

(2018) Meng Li et al.   JOURNAL OF MECHANICAL DESIGN

Cooperative Artificial Bee Colony Algorithm With Multiple Populations for Interval Multiobjective Optimization Problems

(2018) Liming Zhang et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

An adaptive surrogate modeling-based sampling strategy for parameter optimization and distribution estimation (ASMO-PODE)

(2017) Wei Gong et al.   ENVIRONMENTAL MODELLING & SOFTWARE

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

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

Global Optimization of Microwave Filters Based on a Surrogate Model-Assisted Evolutionary Algorithm

(2017) Bo Liu et al.   IEEE TRANSACTIONS ON MICROWAVE THEORY AND TECHNIQUES

Uncertainty quantification and value of information assessment using proxies and Markov chain Monte Carlo method for a pilot project

(2017) Bailian Chen et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

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

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

Global optimization method using ensemble of metamodels based on fuzzy clustering for design space reduction

(2016) Pengcheng Ye et al.   ENGINEERING WITH COMPUTERS

Multi-start Space Reduction (MSSR) surrogate-based global optimization method

(2016) Huachao Dong et al.   STRUCTURAL AND MULTIDISCIPLINARY 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

Particle swarm with radial basis function surrogates for expensive black-box optimization

(2013) Rommel G. Regis   Journal of Computational Science

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

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

Constrained efficient global optimization with support vector machines

(2012) Anirban Basudhar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

Differential Evolution: A Survey of the State-of-the-Art

(2010) Swagatam Das et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Generalizing Surrogate-Assisted Evolutionary Computation

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

Recent advances in surrogate-based optimization

(2009) Alexander I.J. Forrester et al.   PROGRESS IN AEROSPACE SCIENCES