王显鹏

2026

Multiobjective evolutionary deep neural network based on indicator preference for multi-indicator quality prediction of continuous annealing

Expert Systems With Applications，Vol. 307

DOI

2026

Neural architecture search for microscopic image segmentation using a constrained multi-objective evolutionary algorithm

Engineering Optimization，Vol. 580, No. 1

DOI

2026

Reinforcement learning based multi-population co-evolution algorithm with indicator preference guidance for multiobjective optimization

Swarm and Evolutionary Computation

DOI

2026

Multi-objective transient optimization for intelligent quality fluctuation control in continuous annealing production line

Expert Systems with Applications

DOI

2026

Heterogeneous Ensemble Learning-Based Soft Sensor Modeling Method for Silicon Content Prediction in Blast Furnace

IEEE Transactions on Instrumentation and Measurement

DOI

2026

Class-imbalance-aware wafer map defect classification via latent-space data augmentation

Pattern Recognition

DOI

2026

A high-dimensional feature selection method based on multiobjective evolutionary algorithm with multilayer search strategy for imbalanced multiclass data

Expert Systems with Applications

DOI

2026

A Causality-Guided Graph Framework for National AI Competitiveness Assessment, Forecasting, and Multi-Objective Fund Allocation

Mathematics

DOI

2026

Multi-scale integrated learning with mechanism-data fusion for multi-objective optimization of sintering process: Production-energy consumption trade-off

Journal of Cleaner Production

DOI

2026

Knowledge-driven large-scale multi-objective evolutionary learning for interval prediction of key quality indicators in blast furnace ironmaking process

Swarm and Evolutionary Computation

DOI

2026

Pareto Local Search Guided by Archive Entropy

Applied Sciences

DOI

2025

Real-time topology optimization based on multi-scale convolutional attention mechanism

Engineering Optimization，Vol. 570, No. 6

DOI

2025

基于迹距离划分决策树的高炉故障诊断方法

《控制与决策》

2025

A Clustering-Based Adaptive Hybrid Algorithm for the Stochastic Resource Allocation Problem With Time Windows

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2025

Data-Driven and Decomposition-Based Multiobjective Multitask Optimization for Automotive Shape Design Problem

IEEE Transactions on Evolutionary Computation

DOI

2025

Effective Computational Resource Allocation in Evolutionary Multi-Objective Multi-Task Optimization

IEEE Congress on Evolutionary Computation (CEC)

DOI

2025

Dynamic multiobjective operation optimization of blast furnace ironmaking process

Advanced Engineering Informatics

DOI

2025

A Multi-Scale Fusion Convolutional Network for Time-Series Silicon Prediction in Blast Furnaces

Mathematics

DOI

2025

Evolutionary Direction Learning With Multivariate Gaussian Probabilistic Model for Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2025

Multisource Heterogeneous Data Fusion-Based Process Monitoring of the Reheating Furnace in Steel Production

ACS Omega

DOI

2025

Constraint-Feature-Guided Evolutionary Algorithms for Multi-Objective Multi-Stage Weapon-Target Assignment Problems

Journal of Systems Science and Complexity

DOI

2025

Multiobjective backbone network architecture search based on transfer learning in steel defect detection

Neurocomputing

DOI

2025

Reinforcement Learning-Assisted Memetic Algorithm for Sustainability-Oriented Multiobjective Distributed Flow Shop Group Scheduling

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2025

Silicon Content Prediction in Blast Furnace Ironmaking Process Based on Closed-Loop Multiobjective Evolutionary Ensemble Learning

IEEE Transactions on Instrumentation and Measurement

DOI

2025

Multiobjective Semi-Supervised Ensemble Learning and Its Application in Iron and Steel Industry

IEEE Transactions on Automation Science and Engineering

DOI

2024

Adaptive lightweight convolutional neural architecture search for segmentation problem

Engineering Optimization，Vol. 560, No. 7

DOI

2024

基于自适应多目标进化CNN的图像分割方法

《控制与决策》

DOI

2024

石化智能工厂建设关键场景与技术

《化工进展》

DOI

2024

A Multi-Label Prediction Model for Iron Ore Sintering Process Incorporating Time Features

International Conference on New Trends in Computational Intelligence (NTCI)

DOI

2024

Accelerating the Decomposition-Based Multiobjective Evolutionary Algorithm via Evolutionary Direction Vector

International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2024

Spatiotemporal Network Model for Prediction of Silicon Content in Hot Metal of Blast Furnace

International Conference on Data-driven Optimization of Complex Systems (DOCS)

DOI

2024

Steel Defect Detection Algorithm Based on Multiobjective ENAS Sharing Strategy

DOI

2024

A Knowledge-Guided Competitive Co-Evolutionary Algorithm for Feature Selection

Applied Sciences

DOI

2024

Evolutionary modeling approach based on multiobjective genetic programming for strip quality prediction

Swarm and Evolutionary Computation

DOI

2024

MOEA/D With Spatial–Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2024

A dual-population multiobjective co-evolutionary matching ensemble learning for product multi-indicator prediction in continuous annealing

Neurocomputing

DOI

2024

Dynamic Multi-objective Operation Optimization of Blast Furnace Based on Evolutionary Algorithm

Communications in computer and information science

DOI

2023

Lightweight CNN Architecture Design Based on Spatial–Temporal Tensor and Its Application in Bearing Fault Diagnosis

IEEE Transactions on Instrumentation and Measurement

DOI

2023

Decomposition Is All You Need: Single-Objective to Multi-Objective Optimization towards Artificial General Intelligence

Mathematics

DOI

2023

An Estimation of Distribution Algorithm With Resampling and Local Improvement for an Operation Optimization Problem in Steelmaking Process

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2023

Crack detection of continuous casting slab by evolutionary topology backbone search

Applied Soft Computing

DOI

2023

Maximal sparse convex surrogate-assisted evolutionary convolutional neural architecture search for image segmentation

Complex & Intelligent Systems

DOI

2023

Multiobjective Ensemble Learning With Multiscale Data for Product Quality Prediction in Iron and Steel Industry

IEEE Transactions on Evolutionary Computation

DOI

2023

Evolutionary Process for Engineering Optimization in Manufacturing Applications: Fine Brushworks of Single-Objective to Multi-Objective/Many-Objective Optimization

Processes

DOI

2023

Decomposition-based multi-objective evolutionary algorithm for virtual machine and task joint scheduling of cloud computing in data space

Swarm and Evolutionary Computation

DOI

2022

Evolutionary convolutional neural network for image classification based on multi-objective genetic programming with leader–follower mechanism

Complex & Intelligent Systems

DOI

2022

Memetic algorithm based on learning and decomposition for multiobjective flexible job shop scheduling considering human factors

Swarm and Evolutionary Computation

DOI

2022

Dynamic multi-objective optimization algorithm based on weighted differential prediction model

International Conference on Industrial Artificial Intelligence (IAI)

DOI

2022

Gathering Strength, Gathering Storms: Knowledge Transfer via Selection for VRPTW

Mathematics

DOI

2022

Multiobjective Multitask Optimization-Neighborhood as a Bridge for Knowledge Transfer

IEEE Transactions on Evolutionary Computation

DOI

2021

An adaptive multiobjective evolutionary algorithm based on grid subspaces

Memetic Computing，Vol. 130, No. 20

DOI

2021

基于分解的多目标多因子进化算法

《控制与决策》

DOI

2021

基于改进MOEA/D的多目标置换流水车间调度问题

《计算机集成制造系统》

DOI

2021

ETO Meets Scheduling: Learning Key Knowledge from Single-Objective Problems to Multi-Objective Problem

China Automation Congress (CAC)

DOI

2021

A Discussion of the Mapping from the Unified Search Space to the Search Space of the Optimized Task in Evolutionary Multitasking Optimization

China Automation Congress (CAC)

DOI

2021

Strip Hardness Prediction in Continuous Annealing Using Multiobjective Sparse Nonlinear Ensemble Learning With Evolutionary Feature Selection

IEEE Transactions on Automation Science and Engineering

DOI

2021

A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace

IEEE Transactions on Neural Networks and Learning Systems

DOI

2021

Prediction of Blast Furnace Temperature Based on Evolutionary Optimization

Lecture notes in computer science

DOI

2020

An Improved MOEA/D Algorithm for the Carbon Black Production Line Static and Dynamic Multiobjective Scheduling Problem

IEEE Congress on Evolutionary Computation (CEC)

DOI

2020

MOEA/D with a self-adaptive weight vector adjustment strategy based on chain segmentation

Information Sciences

DOI

2020

A Data-Driven Multiobjective Dynamic Robust Modeling and Operation Optimization for Continuous Annealing Production Process

ISIJ International

DOI

2019

基于数据解析的连退生产过程多因子操作优化

《控制与决策》

DOI

2019

Global method for learning an integrated temperature prediction model in a slab reheating furnace

Engineering Optimization

DOI

2019

A Multiobjective multifactorial optimization algorithm based on decomposition and dynamic resource allocation strategy

Information Sciences

DOI

2019

Multiobjective Multifactorial Operation Optimization for Continuous Annealing Production Process

Industrial & Engineering Chemistry Research

DOI

2019

Multiobjective Operation Optimization of Continuous Annealing Based on Data Analytics

IEEE Access

DOI

2019

A Multi-Objective Evolutionary Algorithm for Multi-Energy Allocation Problem Considering Production Changeover in the Integrated Iron and Steel Enterprise

IEEE Access

DOI

2018

考虑安全约束的连退生产过程多目标操作优化

《控制与决策》

DOI

2018

Multiobjective Differential Evolution With Personal Archive and Biased Self-Adaptive Mutation Selection

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2018

Furnace operation optimization with hybrid model based on mechanism and data analytics

Soft Computing

DOI

2018

Adaptive Multiobjective Differential Evolution With Reference Axis Vicinity Mechanism

IEEE Transactions on Cybernetics

DOI

2017

基于集成学习的连退带钢质量在线预报方法

《控制工程》

2017

A machine-learning based memetic algorithm for the multi-objective permutation flowshop scheduling problem

Computers & Operations Research

DOI

2016

连续退火机组SF段带钢跑偏混合动态监测模型

《自动化仪表》

2016

A multi-objective differential evolution algorithm with memory based population construction

IEEE Congress on Evolutionary Computation (CEC)

DOI

2016

An adaptive multi-population differential evolution algorithm for continuous multi-objective optimization

Information Sciences

DOI

2016

Operation Optimization of Slab Reheating Process Based on Differential Evolution

ISIJ International

DOI

2015

基于数据驱动的连续退火生产过程建模与操作优化

《宝钢技术》

2014

Operation Optimization in the Hot-Rolling Production Process

Industrial & Engineering Chemistry Research

DOI

2014

Robust operation optimization in cold rolling production process

DOI

2013

Solution method for the location planning problem of logistics park with variable capacity

Computers & Operations Research，Vol. 40, No. 1

DOI

2013

Multiobjective Operation Optimization of Naphtha Pyrolysis Process Using Parallel Differential Evolution

Industrial & Engineering Chemistry Research

DOI

2012

Multi-objective optimization using a hybrid differential evolution algorithm

IEEE Congress on Evolutionary Computation (CEC)

DOI

2012

A Hybrid Multiobjective Evolutionary Algorithm for Multiobjective Optimization Problems

IEEE Transactions on Evolutionary Computation

DOI

2011

A discrete particle swarm optimization algorithm with self-adaptive diversity control for the permutation flowshop problem with blocking

Applied Soft Computing

DOI

2011

A PSO-Based Hybrid Multi-Objective Algorithm for Multi-Objective Optimization Problems

Lecture notes in computer science

DOI

2010

A hybrid metaheuristic for the prize-collecting single machine scheduling problem with sequence-dependent setup times

Computers & Operations Research，Vol. 37, No. 9

DOI

2010

A Scatter Search Algorithm for a Multistage Production Scheduling Problem With Blocking and Semi-Continuous Batching Machine

IEEE Transactions on Control Systems Technology

DOI

2010

Scheduling a single machine with multiple job processing ability to minimize makespan

Journal of the Operational Research Society

DOI

2010

An Improved Particle Swarm Optimization Algorithm for the Hybrid Flowshop Scheduling to Minimize Total Weighted Completion Time in Process Industry

IEEE Transactions on Control Systems Technology

DOI

2010

An Improved Particle Swarm Optimization for Permutation Flowshop Scheduling Problem with Total Flowtime Criterion

Lecture notes in computer science

DOI

2009

Simultaneously scheduling multiple turns for steel color-coating production

European Journal Of Operational Research，Vol. 198, No. 3

DOI

2009

A population-based variable neighborhood search for the single machine total weighted tardiness problem

Computers & Operations Research，Vol. 36, No. 6

DOI

2009

A tabu search heuristic for the hybrid flowshop scheduling with finite intermediate buffers

Computers & Operations Research，Vol. 36, No. 3

DOI

2009

A simplified scatter search for a special single machine scheduling problem to minimize total weighted tardiness

DOI

2009

A Two-Phase Heuristic for the Production Scheduling of Heavy Plates in Steel Industry

IEEE Transactions on Control Systems Technology

DOI

2008

Color-Coating Production Scheduling for Coils in Inventory in Steel Industry

IEEE Transactions on Automation Science and Engineering

DOI

2008

A Hybrid VNS with TS for the Single Machine Scheduling Problem to Minimize the Sum of Weighted Tardiness of Jobs

Lecture notes in computer science

DOI

2007

An iterated local search heuristic for the capacitated prize-collecting travelling salesman problem

Journal of the Operational Research Society

DOI

2007

Integration of batching and scheduling for hot rolling production in the steel industry

The International Journal of Advanced Manufacturing Technology

DOI

2006

A predictive reactive scheduling method for color-coating production in steel industry

The International Journal of Advanced Manufacturing Technology

DOI

2005

Iterated local search algorithm based on very large-scale neighborhood for prize-collecting vehicle routing problem

The International Journal of Advanced Manufacturing Technology

DOI

2005

Color-coating production scheduling in the steel industry

DOI

2025

基于多目标进化集成学习的高炉硅含量预测

《第十五届中国钢铁年会论文集—26.冶金人工智能》

2017

基于改进NSGA-Ⅱ的连退过程多目标操作优化算法

《第29届中国控制与决策会议论文集（1）》

2012

乙烯裂解炉的反应管出口温度的多模型预测控制方法研究

《第三十一届中国控制会议论文集C卷》

2021

Multiobjective Multitasking Optimization Based on Decomposition with Dual Neighborhoods

arXiv (Cornell University)

DOI