Scale adaptive fitness evaluation-based particle swarm optimisation for hyperparameter and architecture optimisation in neural networks and deep learning.

[BibT_eX]

[DOI]

Ye-Qun Wang

Jian-Yu Li

Chun-Hua Chen

Jun Zhang

Zhi-Hui Zhan

CAAI Trans. Intell. Technol., September, 2023

Dual Differential Grouping: A More General Decomposition Method for Large-Scale Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., June, 2023

A knowledge learning and random pruning-based memetic algorithm for user route planning in bike-sharing system.

[BibT_eX]

[DOI]

Memetic Comput., June, 2023

Surrogate-Assisted Hybrid-Model Estimation of Distribution Algorithm for Mixed-Variable Hyperparameters Optimization in Convolutional Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., May, 2023

Distributed Differential Evolution With Adaptive Resource Allocation.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., May, 2023

Graph-Based Deep Decomposition for Overlapping Large-Scale Optimization Problems.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., April, 2023

A Privacy-Preserving Evolutionary Computation Framework for Feature Selection.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2023, 2023

A Fuzzy Logic-Based Differential Evolution for Energy-Efficient UAV Path Planning.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Tour Routes Planning with Matrix-based Differential Evolution.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

Differential Evolution Enhanced by Combining Group Learning and Elite Learning.

[BibT_eX]

[DOI]

Proceedings of the 14th International Conference on Information and Communication Technology Convergence, 2023

A Robust Two-Part Modeling Strategy for Knowledge Graph Enhanced Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Advanced Computational Intelligence, 2023

Region-based Evaluation Particle Swarm Optimization with Dual Solution Libraries for Real-time Traffic Signal Timing Optimization.

[BibT_eX]

[DOI]

Proceedings of the Genetic and Evolutionary Computation Conference, 2023

Multi-View Transfer with Marginal and Conditional Alignment for Many-Task Optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2023

2022

A Multipopulation Multiobjective Ant Colony System Considering Travel and Prevention Costs for Vehicle Routing in COVID-19-Like Epidemics.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., 2022

Matrix-Based Evolutionary Computation.

[BibT_eX]

[DOI]

IEEE Trans. Emerg. Top. Comput. Intell., 2022

A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2022

Compressed-Encoding Particle Swarm Optimization with Fuzzy Learning for Large-Scale Feature Selection.

[BibT_eX]

[DOI]

Symmetry, 2022

Evolutionary deep learning: A survey.

[BibT_eX]

[DOI]

Zhi-Hui Zhan

Jian-Yu Li

Jun Zhang

Neurocomputing, 2022

Evolutionary Computation for Expensive Optimization: A Survey.

[BibT_eX]

[DOI]

Jian-Yu Li

Zhi-Hui Zhan

Jun Zhang

Int. J. Autom. Comput., 2022

2021

Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Generation-Level Parallelism for Evolutionary Computation: A Pipeline-Based Parallel Particle Swarm Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2021

Efficient Hyperparameter Optimization for Convolution Neural Networks in Deep Learning: A Distributed Particle Swarm Optimization Approach.

[BibT_eX]

[DOI]

Yu Guo

Jian-Yu Li

Zhi-Hui Zhan

Cybern. Syst., 2021

Multi-criteria differential evolution: treating multitask optimization as multi-criteria optimization.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

Design of Millimeter Wave Active Array Antenna Module with Embedded System and Calibration of Software Defined Radio Platform.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE VTS 17th Asia Pacific Wireless Communications Symposium (APWCS), 2021

2020

Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation.

[BibT_eX]

[DOI]

IEEE Trans. Evol. Comput., 2020

2008

High Average-Efficiency Multimode RF Transmitter Using a Hybrid Quadrature Polar Modulator.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. II Express Briefs, 2008

Jian-Yu Li

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