A coevolutionary technique based on multi-swarm particle swarm optimization for dynamic multi-objective optimization

Ruochen Liu, Jianxia Li, Jing Fan, +2

European Journal of Operational Research

EngineeringAerospace EngineeringFirefly AlgorithmIntelligent OptimizationSystems Engineering +5

Separation of variables and exact solutions to quasilinear diffusion equations with nonlinear source

Changzheng Qu, Shunli Zhang, Ruochen Liu

Physica D Nonlinear Phenomena

Numerical AnalysisDiffusion EquationsNonlinear SourceDiffusion ProcessExact Solutions +4

A clustering and dimensionality reduction based evolutionary algorithm for large-scale multi-objective problems

Ruochen Liu, Rui Ren, Jin Liu, +1

Applied Soft Computing

EngineeringData ScienceData MiningLarge-scale Multi-objective ProblemsEvolutionary Algorithm +8

Deep Depthwise Separable Convolutional Network for Change Detection in Optical Aerial Images

Ruochen Liu, D. Jiang, Langlang Zhang, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural NetworkDeep Convolution NetworkImage AnalysisMachine VisionMachine Learning +12

A random dynamic grouping based weight optimization framework for large-scale multi-objective optimization problems

Ruochen Liu, Jin Liu, Yifan Li, +1

Swarm and Evolutionary Computation

Mathematical ProgrammingLarge-scale Global OptimizationEngineeringMachine LearningIntelligent Optimization +9

Modified Co-Training With Spectral and Spatial Views for Semisupervised Hyperspectral Image Classification

Xiangrong Zhang, Qiang Song, Ruochen Liu, +2

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringMachine LearningMultispectral ImagingImage ClassificationImage Analysis +14

An improved cooperative quantum-behaved particle swarm optimization

Yangyang Li, Rongrong Xiang, Licheng Jiao, +1

Soft Computing

Quantum AlgorithmQuantum ComputingQuantum EntanglementQuantum Optimization Algorithm

A novel cooperative coevolutionary dynamic multi-objective optimization algorithm using a new predictive model

Ruochen Liu, Yang‐Yang Chen, Wenping Ma, +2

Soft Computing

Cooperative SystemEngineeringAerospace EngineeringIntelligent OptimizationNew Predictive Model +4

Remote Sensing Image Change Detection Based on Information Transmission and Attention Mechanism

Ruochen Liu, Cheng Zhi-hong, Langlang Zhang, +1

IEEE Access

Earth ObservationConvolutional Neural NetworkEngineeringShift DetectionChange Detection +14

YOLO-SD: Small Ship Detection in SAR Images by Multi-Scale Convolution and Feature Transformer Module

Simin Wang, Song Gao, Lun Zhou, +5

Remote Sensing

Convolutional Neural NetworkEngineeringFeature DetectionShip DetectionMarine Engineering +20