Transfer learning based surrogate assisted evolutionary bi-objective optimization for objectives with different evaluation times

Discriminative active learning for domain adaptation

(2021) Fan Zhou et al.   KNOWLEDGE-BASED SYSTEMS

An adaptive Bayesian approach to surrogate-assisted evolutionary multi-objective optimization

(2020) Xilu Wang et al.   INFORMATION SCIENCES

Multiple-source domain adaptation with generative adversarial nets

(2020) Chaoqi Chen et al.   KNOWLEDGE-BASED SYSTEMS

Offline data-driven evolutionary optimization based on tri-training

(2020) Pengfei Huang et al.   Swarm and Evolutionary Computation

Individual-Based Transfer Learning for Dynamic Multiobjective Optimization

(2020) Min Jiang et al.   IEEE Transactions on Cybernetics

Surrogate-Assisted Evolutionary Framework with Adaptive Knowledge Transfer for Multi-Task Optimization

(2019) Shijia Huang et al.   IEEE Transactions on Emerging Topics in Computing

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

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

Semi-supervised regression: A recent review

(2018) Georgios Kostopoulos et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Heterogeneous Ensemble-Based Infill Criterion for Evolutionary Multiobjective Optimization of Expensive Problems

(2018) Dan Guo et al.   IEEE Transactions on Cybernetics

Evolutionary Optimization of Expensive Multiobjective Problems With Co-Sub-Pareto Front Gaussian Process Surrogates

(2018) Jianping Luo et al.   IEEE Transactions on Cybernetics

Evolutionary Multitasking via Explicit Autoencoding

(2018) Liang Feng et al.   IEEE Transactions on Cybernetics

Data-Driven Evolutionary Optimization: An Overview and Case Studies

(2018) Yaochu Jin et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

PlatEMO: A MATLAB Platform for Evolutionary Multi-Objective Optimization [Educational Forum]

(2017) Ye Tian et al.   IEEE Computational Intelligence Magazine

Multi-Problem Surrogates: Transfer Evolutionary Multiobjective Optimization of Computationally Expensive Problems

(2017) Alan Tan Wei Min et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Transfer Learning based Dynamic Multiobjective Optimization Algorithms

(2017) Min JIANG et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Heterogeneous Defect Prediction

(2017) Jaechang Nam et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Semi-supervised support vector regression based on self-training with label uncertainty: An application to virtual metrology in semiconductor manufacturing

(2016) Pilsung Kang et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Reference Vector Guided Evolutionary Algorithm for Many-Objective Optimization

(2016) Ran Cheng et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

A Review of Surrogate Assisted Multiobjective Evolutionary Algorithms

(2016) Alan Díaz-Manríquez et al.   Computational Intelligence and Neuroscience

Multiobjective optimization: When objectives exhibit non-uniform latencies

(2015) Richard Allmendinger et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Self-labeled techniques for semi-supervised learning: taxonomy, software and empirical study

(2013) Isaac Triguero et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Interactive genetic algorithms with large population and semi-supervised learning

(2012) Xiaoyan Sun et al.   APPLIED SOFT COMPUTING

Surrogate-assisted evolutionary computation: Recent advances and future challenges

(2011) Yaochu Jin   Swarm and Evolutionary Computation

Feasibility Structure Modeling: An Effective Chaperone for Constrained Memetic Algorithms

(2010) Stephanus Daniel Handoko et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Domain Adaptation via Transfer Component Analysis

(2010) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

A systems approach to evolutionary multiobjective structural optimization and beyond

(2009) Yaochu Jin et al.   IEEE Computational Intelligence Magazine

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING