Surrogate-Assisted Multipopulation Particle Swarm Optimizer for High-Dimensional Expensive Optimization

An affinity propagation clustering based particle swarm optimizer for dynamic optimization

(2020) Yuanchao Liu et al.   KNOWLEDGE-BASED SYSTEMS

A Surrogate-Assisted Multiswarm Optimization Algorithm for High-Dimensional Computationally Expensive Problems

(2020) Fan Li et al.   IEEE Transactions on Cybernetics

Particle swarm optimization based on dimensional learning strategy

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

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

(2019) Zan Yang et al.   JOURNAL OF GLOBAL OPTIMIZATION

An efficient surrogate-assisted particle swarm optimization algorithm for high-dimensional expensive problems

(2019) Xiwen Cai et al.   KNOWLEDGE-BASED SYSTEMS

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

Efficient Generalized Surrogate-Assisted Evolutionary Algorithm for High-Dimensional Expensive Problems

(2019) Xiwen Cai et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Distributed Virtual Network Embedding System With Historical Archives and Set-Based Particle Swarm Optimization

(2019) An Song et al.   IEEE Transactions on Systems Man Cybernetics-Systems

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

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

Surrogate-assisted hierarchical particle swarm optimization

(2018) Haibo Yu et al.   INFORMATION SCIENCES

A Collaborative Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithms

(2018) Qi Kang et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Multi-population techniques in nature inspired optimization algorithms: A comprehensive survey

(2018) Haiping Ma et al.   Swarm and Evolutionary Computation

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

Comprehensive Learning Particle Swarm Optimization Algorithm With Local Search for Multimodal Functions

(2018) Yulian Cao 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

Data-Driven Surrogate-Assisted Multiobjective Evolutionary Optimization of a Trauma System

(2016) Handing Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A data-driven surrogate-assisted evolutionary algorithm applied to a many-objective blast furnace optimization problem

(2016) Tinkle Chugh et al.   MATERIALS AND MANUFACTURING PROCESSES

A fitness approximation assisted competitive swarm optimizer for large scale expensive optimization problems

(2016) Chaoli Sun et al.   Memetic Computing

A Competitive Swarm Optimizer for Large Scale Optimization

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

Performance Comparison of Differential Evolution, Particle Swarm Optimization and Genetic Algorithm in the Design of Circularly Polarized Microstrip Antennas

(2014) Arindam Deb et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

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 Clustering Particle Swarm Optimizer for Locating and Tracking Multiple Optima in Dynamic Environments

(2010) Shengxiang Yang 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

Progress in design optimization using evolutionary algorithms for aerodynamic problems

(2009) Yongsheng Lian et al.   PROGRESS IN AEROSPACE SCIENCES