A Kriging-assisted Double Population Differential Evolution for Mixed-Integer Expensive Constrained Optimization Problems with Mixed Constraints

Evolutionary algorithm with individual-distribution search strategy and regression-classification surrogates for expensive optimization

(2023) Genghui Li et al.   INFORMATION SCIENCES

A Surrogate-Assisted Evolutionary Framework With Regions of Interests-Based Data Selection for Expensive Constrained Optimization

(2023) Zhenshou Song et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Evolutionary Competitive Multitasking Optimization

(2022) Genghui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Surrogate-assisted population based ACO for resource constrained job scheduling with uncertainty

(2022) Dhananjay Thiruvady et al.   Swarm and Evolutionary Computation

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

(2022) Zan Yang et al.   INFORMATION SCIENCES

Offline and Online Objective Reduction via Gaussian Mixture Model Clustering

(2022) Genghui Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A surrogate-assisted differential evolution for expensive constrained optimization problems involving mixed-integer variables

(2022) Yuanhao Liu et al.   INFORMATION SCIENCES

Expensive Optimization via Surrogate-Assisted and Model-Free Evolutionary Optimization

(2022) Genghui Li et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Multiple Penalties and Multiple Local Surrogates for Expensive Constrained Optimization

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

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

Differential evolution using cooperative ranking-based mutation operators for constrained optimization

(2019) Bin Xu et al.   Swarm and Evolutionary Computation

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

(2019) Zan Yang 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

A novel selection evolutionary strategy for constrained optimization

(2013) LiCheng Jiao et al.   INFORMATION SCIENCES

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

SO-MI: A surrogate model algorithm for computationally expensive nonlinear mixed-integer black-box global optimization problems

(2012) Juliane Müller et al.   COMPUTERS & OPERATIONS RESEARCH

Constraint-handling in nature-inspired numerical optimization: Past, present and future

(2011) Efrén Mezura-Montes et al.   Swarm and Evolutionary Computation

Ensemble of Constraint Handling Techniques

(2010) R Mallipeddi et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A real coded genetic algorithm for solving integer and mixed integer optimization problems

(2009) Kusum Deep et al.   APPLIED MATHEMATICS AND COMPUTATION

Recent advances in surrogate-based optimization

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