A general framework of surrogate-assisted evolutionary algorithms for solving computationally expensive constrained optimization problems

An adaptive differential evolution framework based on population feature information

(2022) Zijian Cao et al.   INFORMATION SCIENCES

Multi-strategy particle swarm and ant colony hybrid optimization for airport taxiway planning problem

(2022) Wu Deng et al.   INFORMATION SCIENCES

Evolutionary Continuous Constrained Optimization Using Random Direction Repair

(2021) Peilan Xu et al.   INFORMATION SCIENCES

Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

(2021) Genghui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

An adaptive fuzzy penalty method for constrained evolutionary optimization

(2021) Bing-Chuan Wang et al.   INFORMATION SCIENCES

KASRA: A Kriging-based Adaptive Space Reduction Algorithm for global optimization of computationally expensive black-box constrained problems

(2020) Hossein Akbari et al.   APPLIED SOFT COMPUTING

Explicit topology optimization of novel polyline-based core sandwich structures using surrogate-assisted evolutionary algorithm

(2020) Sheng Chu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Kriging-assisted Teaching-Learning-based Optimization (KTLBO) to Solve Computationally Expensive Constrained Problems

(2020) Huachao Dong et al.   INFORMATION SCIENCES

GGA: A modified genetic algorithm with gradient-based local search for solving constrained optimization problems

(2020) Gianni D’Angelo et al.   INFORMATION SCIENCES

Filter-based adaptive kriging method for black-box optimization problems with expensive objective and constraints

(2019) Renhe Shi et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Surrogate-assisted classification-collaboration differential evolution for expensive constrained optimization problems

(2019) Zan Yang et al.   INFORMATION SCIENCES

Ensemble of differential evolution variants

(2018) Guohua Wu et al.   INFORMATION SCIENCES

Constraint-handling techniques in surrogate-assisted evolutionary optimization. An empirical study

(2018) Mariana-Edith Miranda-Varela et al.   APPLIED SOFT COMPUTING

A complete expected improvement criterion for Gaussian process assisted highly constrained expensive optimization

(2018) Ruwang Jiao et al.   INFORMATION SCIENCES

Analysis of multi-objective Kriging-based methods for constrained global optimization

(2015) Cédric Durantin et al.   COMPUTATIONAL OPTIMIZATION AND APPLICATIONS

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

(2013) Rommel G. Regis   ENGINEERING OPTIMIZATION

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

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

An Evolutionary Many-Objective Optimization Algorithm Using Reference-Point Based Nondominated Sorting Approach, Part II: Handling Constraints and Extending to an Adaptive Approach

(2013) Himanshu Jain et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolutionary algorithm assisted by surrogate model in the framework of ordinal optimization and optimal computing budget allocation

(2013) Shih-Cheng Horng et al.   INFORMATION SCIENCES

Infill sampling criteria for surrogate-based optimization with constraint handling

(2012) J. M. Parr et al.   ENGINEERING OPTIMIZATION

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 Multiple-Swarm Particle Swarm Optimization Within a Cultural Framework

(2011) Moayed Daneshyari et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS

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

(2010) Rommel G. Regis   COMPUTERS & OPERATIONS RESEARCH

Sequential Approximate Optimization using Radial Basis Function network for engineering optimization

(2010) Satoshi Kitayama et al.   OPTIMIZATION AND ENGINEERING

JADE: Adaptive Differential Evolution With Optional External Archive

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