姚立忠

2026

Evolutionary multitasking optimization based on cross-task association mapping strategy

Expert Systems With Applications，Vol. 298

DOI

2026

基于双域抗噪编码与门控循环Transformer的轴承故障诊断

《自动化学报》

DOI

2026

基于跨域知识动态筛选与非负子空间对齐的多任务进化算法

《控制与决策》

2026

A topology-aware direction-adaptive multitask evolutionary algorithm

Swarm and Evolutionary Computation

DOI

2026

A dynamic multi-objective evolutionary algorithm with direction-guided hybrid response and sensitive-dimension-based two-stage evolution

Expert Systems with Applications

DOI

2026

Reinforcement and Statistical Learning-Assisted Evolutionary Algorithm for Space-Limited Aircraft Assembly Scheduling Problem

IEEE Transactions on Automation Science and Engineering

DOI

2025

基于自适应双层无迹卡尔曼滤波神经网络的铝电解电流效率预测模型

《控制理论与应用》

2025

融合自适应更新参考点策略与种群预测机制的多目标优化算法

《控制理论与应用》

2025

基于知识分类转移与负向检测的多目标多任务优化

Scientia Sinica Technologica

DOI

2025

Mutagenic multifactorial evolutionary algorithm based on trait segregation

Science China Technological Sciences

DOI

2025

Knowledge-Guided Multiview Hierarchical Evolutionary Algorithm for Flexible Job Shop Scheduling With Finite Skilled Workers

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2025

LLM-Assisted Automatic Memetic Algorithm for Lot-Streaming Hybrid Job Shop Scheduling With Variable Sublots

IEEE Transactions on Evolutionary Computation

DOI

2025

A Spatiotemporal Data-Driven Framework for Acoustic Signal-Based Natural Gas Pipeline Leak Detection

IEEE Transactions on Instrumentation and Measurement

DOI

2024

Natural Gas Pipeline Leak Detection Based on Dual Feature Drift in Acoustic Signals

IEEE Transactions on Industrial Informatics

DOI

2024

Explicit Evolutionary Framework With Multitasking Feature Fusion for Optimizing Operational Parameters in Aluminum Electrolysis Process

IEEE Transactions on Cybernetics

DOI

2024

Application of Acoustic Signal Hybrid Filtering with 1D-CNN for Fault Diagnosis of Natural Gas Pipeline Leakage

Journal of Pipeline Systems Engineering and Practice

DOI

2024

Multi-objective optimization driven by preponderant individuals and symmetric sampling for operational parameter design in aluminum electrolysis process

Swarm and Evolutionary Computation

DOI

2024

Multitasking Evolutionary Algorithm with SVM-Based Knowledge Discriminator

Learning and analytics in intelligent systems

DOI

2023

基于量子加权最小门限单元网络的出水COD预测

《环境工程技术学报》

2023

Natural gas pipeline leak detection based on acoustic signal analysis and feature reconstruction

Applied Energy

DOI

2023

Piggybacking on past problem for faster optimization in aluminum electrolysis process design

Engineering Applications of Artificial Intelligence

DOI

2022

Fault diagnosis of natural gas pipeline leakage based on 1D-CNN and self-attention mechanism

IEEE Advanced Information Technology, Electronic and Automation Control Conference (IAEAC)

DOI

2022

Establishing the energy consumption prediction model of aluminum electrolysis process by genetically optimizing wavelet neural network

Frontiers in Energy Research

DOI

2022

A multiobjective prediction model with incremental learning ability by developing a multi-source filter neural network for the electrolytic aluminium process

Applied Intelligence

DOI

2022

Multifactorial Evolutionary Algorithm Based on Improved Dynamical Decomposition for Many-Objective Optimization Problems

IEEE Transactions on Evolutionary Computation

DOI

2021

基于自适应MCMC采样的新型UPFNN铝电解能耗模型

《四川大学学报(自然科学版)》

DOI

2021

基于EIGA-PKPLS的电解铝制造系统特征提取方法

《中国测试》

2021

基于函数型进化算子的铝电解多目标优化

《四川大学学报(自然科学版)》

DOI

2021

Event-Triggered Optimal Control for the Continuous Stirred Tank Reactor System

IEEE Transactions on Artificial Intelligence

DOI

2021

Incremental learning model based on an improved CKS-PFNN for aluminium electrolysis manufacturing

Neural computing & applications (Print)

DOI

2021

A novel tournament selection based on multilayer cultural characteristics in gene-culture coevolutionary multitasking

Soft Computing - A Fusion of Foundations, Methodologies and Applications

DOI

2020

A Multifactorial Evolutionary Algorithm for Multitasking Under Interval Uncertainties

IEEE Transactions on Evolutionary Computation

DOI

2020

Dynamic evolutionary model based on a multi-sampling inherited HAPFNN for an aluminium electrolysis manufacturing system

Applied Soft Computing

DOI

2019

An improved feed-forward neural network based on UKF and strong tracking filtering to establish energy consumption model for aluminum electrolysis process

Neural computing & applications (Print)

DOI

2019

Characterization of a wavelength selection method using near-infrared spectroscopy and partial least squares with false nearest neighbors and its application in the detection of the chemical oxygen demand of waste liquid

Spectroscopy Letters

DOI

2019

An Improved UKFNN Based on Iterative Renewal for Intelligent Modeling of Aluminum Electrolysis

IEEE Advanced Information Technology, Electronic and Automation Control Conference

DOI

2019

Adaptive Sampling Dual Heuristic Dynamic Programming for Rare Earth Extraction Process

IEEE Access

DOI

2019

A Sparse Dimensionality Reduction Approach Based on False Nearest Neighbors for Nonlinear Fault Detection

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2018

Operating Parameters Optimization for the Aluminum Electrolysis Process Using an Improved Quantum-Behaved Particle Swarm Algorithm

IEEE Transactions on Industrial Informatics

DOI

2018

Characterization of a Stable Adaptive Calibration Model Using Near-Infrared Spectroscopy and Partial Least Squares with a Kalman Filter

DOI

2016

关于铝电解过程节能模型优化仿真研究

《计算机仿真》

2016

Modeling method based on iterative UKFNN pumping oil production process

Chinese Control and Decision Conference

DOI

2016

An improved UKFNN based on square root filter for modeling of aluminum reduction

Cybersecurity and Cyberforensics Conference

DOI

2016

Study of an adaptable calibration model of near-infrared spectra based on KF-PLS

DOI

2016

アルミニウム電解プロセスの省エネルギーモデル最適化シミュレーションに関する研究【JST・京大機械翻訳】

2015

基于拥挤距离排序的铝电解多目标优化

《仪器仪表学报》

2015

基于误差补偿模型的工艺参数优化研究

《控制工程》

2014

强跟踪平方根UKFNN的铝电解槽工耗动态演化模型

《自动化学报》

2014

Research and Application of Data Mining Feature Selection Based on Relief Algorithm

Journal of Software

DOI

2014

The Nonlinear Variable Selection and Its Real-time Detection of Lead-acid Battery Capacity

Journal of Computers

DOI

2014

Variable Selection Method for Aluminum Electrolytic Process Based on FNN and RM in KPLS Feature Space

Journal of Computers

DOI

2014

An Improved UKFNN Based on Square Root Filter and Strong Tracking Filter for Dynamic Evolutionary Modeling of Aluminum Reduction Cell

DOI

2014

Gamma Test 噪声估计的 Kalman

2013

复杂化工过程神经网络模型的透明化

《控制工程》

2013

基于ICAFNN的软传感器建模过程原始特征选择

《仪器仪表学报》

DOI

2013

基于FNN-UKF神经网络的氧化铝浓度动态预测模型

《工程科学与技术》

2013

复杂工业过程动态演化建模与决策参数稳健优化

《西安石油大学》

2013

Incomplete Phase Space Reconstruction Method Based on Subspace Adaptive Evolution Approximation

Journal of Applied Mathematics

DOI

2013

Original Feature Selection in Soft-Sensing Model Process Based on Similarity Measure in ICA Feature Subspace

2013

Aluminum electrolysis cell condition diagnosis method based on principal element similarity measure

2013

The dynamic evolutionary modeling method of aluminium electrolysis process art electrolysis cells energy consumption

2013

Improving Transparency of NN Model in Complex Chemical Process

DOI

2013

A tasks assignment algorithm based on entropy assessment model for wireless sensor and actor networks

IEEE International Conference on Cognitive Informatics and Cognitive Computing

DOI

2013

Decision Variables Selection of Aluminum Electrolytic Process Based on FNN and RM

DOI

2012

神经网络模型的透明化及输入变量约简

《计算机科学》

2012

基于对称Alpha稳定分布概率神经网络的铝电解槽况诊断

《化工学报》

2012

融合PLS监督特征提取和虚假最近邻点的数据分类特征选择

《计算机与应用化学》

2012

Feature selection for data classification based on pls supervised feature extraction and false nearest neighbors

2012

Visualize Black-box of NN Model and its Application in Dimensionality Reduction

2012

Diagnosis of status of aluminum reduction cells based on symmetric Alpha-stable probabilistic distribution neural network

2014

复杂区域重点采样的神经网络样本选择方法

《第七届模糊信息与工程国际会议(ICFIE'2014)、第一届运筹与管理国际会议 (ICORG'2014)暨中国运筹学会模糊信息与工程分会第七届年会、广东省运筹学会第二届年会、粤港澳运筹学会首届年会》