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

Boosting Data-Driven Evolutionary Algorithm With Localized Data Generation

(2020) Jian-Yu Li et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification

(2020) Ying Bi et al.   IEEE Transactions on Cybernetics

Data-Driven Evolutionary Algorithm With Perturbation-Based Ensemble Surrogates

(2020) Jian-Yu Li et al.   IEEE Transactions on Cybernetics

A Multi-Objective Ant Colony System Algorithm for Airline Crew Rostering Problem With Fairness and Satisfaction

(2020) Shu-Zi Zhou et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Particle swarm optimization of deep neural networks architectures for image classification

(2019) Francisco Erivaldo Fernandes Junior et al.   Swarm and Evolutionary Computation

Automatic Niching Differential Evolution With Contour Prediction Approach for Multimodal Optimization Problems

(2019) Zi-Jia Wang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Evolving Deep Convolutional Neural Networks for Image Classification

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Neural Network-Based Information Transfer for Dynamic Optimization

(2019) Xiao-Fang Liu et al.   IEEE Transactions on Neural Networks and Learning Systems

Distributed Individuals for Multiple Peaks: A Novel Differential Evolution for Multimodal Optimization Problems

(2019) Zong-Gan Chen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Dynamic Group Learning Distributed Particle Swarm Optimization for Large-Scale Optimization and Its Application in Cloud Workflow Scheduling

(2019) Zi-Jia Wang et al.   IEEE Transactions on Cybernetics

Cooperative Coevolutionary Bare-Bones Particle Swarm Optimization With Function Independent Decomposition for Large-Scale Supply Chain Network Design With Uncertainties

(2019) Xin Zhang et al.   IEEE Transactions on Cybernetics

Triple Archives Particle Swarm Optimization

(2019) Xuewen Xia et al.   IEEE Transactions on Cybernetics

Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and Prediction

(2018) Shangce Gao et al.   IEEE Transactions on Neural Networks and Learning Systems

Solving the Energy Efficient Coverage Problem in Wireless Sensor Networks: A Distributed Genetic Algorithm Approach with Hierarchical Fitness Evaluation

(2018) Zi-Jia Wang et al.   Energies

Coevolutionary Particle Swarm Optimization With Bottleneck Objective Learning Strategy for Many-Objective Optimization

(2018) Xiao-Fang Liu et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Cloudde: A Heterogeneous Differential Evolution Algorithm and Its Distributed Cloud Version

(2017) Zhi-Hui Zhan et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Kuhn–Munkres Parallel Genetic Algorithm for the Set Cover Problem and Its Application to Large-Scale Wireless Sensor Networks

(2016) Xin-Yuan Zhang et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Distributed evolutionary algorithms and their models: A survey of the state-of-the-art

(2015) Yue-Jiao Gong et al.   APPLIED SOFT COMPUTING

Solution Modeling Using Postfix Genetic Programming

(2015) Vipul K. Dabhi et al.   CYBERNETICS AND SYSTEMS

PCANet: A Simple Deep Learning Baseline for Image Classification?

(2015) Tsung-Han Chan et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Deep learning

(2015) Yann LeCun et al.   NATURE

Bi-Velocity Discrete Particle Swarm Optimization and Its Application to Multicast Routing Problem in Communication Networks

(2014) Meie Shen et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Multiple Populations for Multiple Objectives: A Coevolutionary Technique for Solving Multiobjective Optimization Problems

(2012) Zhi-Hui Zhan et al.   IEEE Transactions on Cybernetics