Ruochen Liu

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

Ruochen Liu, Jianxia Li, Jing Fan et al. · European Journal of Operational Research · 2017 · 139 citations

Engineering, Aerospace Engineering, Firefly Algorithm +7

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

Changzheng Qu, Shunli Zhang, Ruochen Liu · Physica D Nonlinear Phenomena · 2000 · 120 citations

Numerical Analysis, Diffusion Equations, Nonlinear Source +6

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

Ruochen Liu, Rui Ren, Jin Liu et al. · Applied Soft Computing · 2020 · 120 citations

Engineering, Data Science, Data Mining +10

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

Ruochen Liu, D. Jiang, Langlang Zhang et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2020 · 103 citations · Full text

Convolutional Neural Network, Deep Convolution Network, Image Analysis +14

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

Ruochen Liu, Jin Liu, Yifan Li et al. · Swarm and Evolutionary Computation · 2020 · 96 citations

Mathematical Programming, Large-scale Global Optimization, Engineering +11