康琦

2026

考虑电动汽车低碳充放电响应的园区能量管理方法

《可再生能源》

DOI

2026

基于多尺度ResNet和多层异构图神经网络的恶意代码检测方法

《信息安全学报》

2026

Order Driven Disassemby Worker Scheduling for Multi-Factory Remanufacturing Optimization

International Journal of Artificial Intelligence and Green Manufacturing

DOI

2026

A Multi-Objective White Shark Optimization Algorithm for Solving Disassembly Line Balancing Problem

IEEE Systems Man and Cybernetics Magazine

DOI

2026

Improved Fruit Fly Algorithm for Multi-Objective Disassembly Line Balancing Problem Considering Learning Effect

International Journal of Artificial Intelligence and Green Manufacturing

DOI

2026

An optimization model for multi-factory remanufacturing planning considering fatigue risk

Journal of Industrial and Production Engineering

DOI

2026

Mixed-Integer Quadratic Programming-Based Stochastic MPC for Linear Discrete-Time Systems With Online Risk Allocation

IEEE Transactions on Automation Science and Engineering

DOI

2026

Dimension-Reduced Koopman-Based Model Predictive Control for Discrete-Time Nonlinear Systems via Block Coordinate Descent

IEEE Transactions on Automation Science and Engineering

DOI

2026

Human-in-the-Loop Hybrid Intelligent Decision for Automated Strip Steel Flatness Detection

Journal of Artificial Intelligence for Automation

DOI

2026

Spatially Heterogeneous Resilient V2G-Enabled Grid Frequency Control via an Adversarially Trained Structural Switching Framework

Symmetry

DOI

2026

Adaptive Hierarchical Multi-Robot Path Planning and Execution with Task Allocation Schedule

DOI

2026

Data-Driven Stochastic Model Predictive Control for Nonconvex Path Planning of Vehicles

IEEE Transactions on Vehicular Technology

DOI

2026

Making Spiking Neural Networks Robust and Well-Performing via Fractional-Order Plasticity for IoT Edge Intelligence

IEEE Internet of Things Journal

DOI

2026

Impacts of fractional plasticity on chaotic resonance in small-world networks

International Journal of Bio-Inspired Computation

DOI

2025

基于序列二次规划及机器学习算法的油气田生产优化模型

《钻采工艺》

2025

含光储充荷的台区多时间尺度优化调度方法研究

《电工电能新技术》

2025

基于稳定性分析的天然气水露点计算方法

《化学工程》

2025

大型央国企数据资产管理运营创新体制机制研究

《计算机技术与发展》

DOI

2025

煤层气集输管网多压降模型下水热力模拟

《油气田地面工程》

2025

基于IAMD-ISSA-LSTM的园区综合能源负荷预测

《三峡大学学报(自然科学版)》

2025

知识与数据融合驱动的无取向硅钢力学性能预报Stacking集成模型研究

《电工钢》

2025

绿色金融改革的节能减排效应研究

《金融经济》

DOI

2025

逻辑脑与关联脑协同创新在油气集输系统场景中的应用

《油气储运》

2025

交通基础工程全面拥抱AI大模型产业的趋势分析及规划

《施工企业管理》

2025

An Improved Two-Step Q-Learning Algorithm for Solving the Disassembly and Assembly Line Balancing Problem

Chinese Control and Decision Conference

DOI

2025

A Disassembly and Assembly Line Balancing Problem via an Improved Double Q-learning

Chinese Control and Decision Conference

DOI

2025

Solving Disassembly and Assembly Line Balancing Problem with Robot Direction Switching

Chinese Control and Decision Conference

DOI

2025

Solving Multi-Objective Disassembly and Assembly Line Balancing Problem with Worker Fatigue Level Using Multi-Agent Proximal Policy Optimization Algorithm

International Conferences on Human-Machine Systems

DOI

2025

Human Learning Effect Multi-Period Scheduling for Circular Disassembly Line Balancing Based on IMPALA Reinforcement Learning

International Journal of Artificial Intelligence and Green Manufacturing

DOI

2025

Disassembly and Assembly Line Optimization Considering Workspace Utilization

International Conferences on Human-Machine Systems

DOI

2025

Multifactory Disassembly Process Optimization Considering Worker Posture

IEEE Transactions on Computational Social Systems

DOI

2025

Dynamic Multi-Routes Optimization Algorithm Based On Space Transformation

2025 IEEE 14th Data Driven Control and Learning Systems (DDCLS)

DOI

2025

Knowledge Classification-Assisted Evolutionary Multitasking for Two-Task Multiobjective Optimization Problems

IEEE/CAA Journal of Automatica Sinica

DOI

2025

Activation Function-Assisted Objective Space Mapping to Enhance Evolutionary Algorithms for Large-Scale Many-Objective Optimization

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2025

Addressing a Collaborative Maintenance Planning Using Multiple Operators by a Multi-Objective Metaheuristic Algorithm

IEEE Transactions on Automation Science and Engineering

DOI

2025

Multi-UAV Path Planning in Complex 3D Terrain Using Genetic-Enhanced Nutcracker Optimization

International Conference on Networking, Sensing and Control

DOI

2025

Communication-Efficient Federated Learning With Dataset Condensation for Vision Tasks

IEEE Internet of Things Journal

DOI

2025

Knowledge Transfer-based Large-scale Routing Scheduling Framework for Satellite Networks

DOI

2025

Class Incremental Learning via Feature Knowledge Prompts

DOI

2025

Evolutionary Algorithm Based on Surrogate and Inverse Surrogate Models for Expensive Multiobjective Optimization

IEEE/CAA Journal of Automatica Sinica

DOI

2025

Sharing Control Knowledge Among Heterogeneous Intersections: A Distributed Arterial Traffic Signal Coordination Method Using Multi-Agent Reinforcement Learning

IEEE Transactions on Intelligent Transportation Systems

DOI

2025

Dual Attention-Aided Cooperative Deep-Spatiotemporal-Feature-Extraction Network for Semi-Supervised Soft Sensing

IEEE Robotics and Automation Letters

DOI

2024

基于稳定性分析的含酸/醇烃水体系相平衡计算

《化工学报》

2024

Solving the Food-Energy-Water Nexus Problem via Intelligent Optimization Algorithms

2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)

DOI

2024

Reinforcement Learning with Large Language Model for Hybrid Disassembly Lines in Remanufacturing Contexts

2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)

DOI

2024

A Machine-learning and Discrete Multi-verse-optimizer-based Hybrid Method for Feature Selection

International Conference on Networking, Sensing and Control

DOI

2024

Improved Dingo Optimization Algorithm for Human-robot Collaborative U-shaped Disassembly Line Balancing Problem

2024 International Conference on Cyber-Physical Social Intelligence (ICCSI)

DOI

2024

Hybrid Disassembly Line Balancing for Human-robot Collaborative Remanufacturing

2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)

DOI

2024

Improved Proximal Policy Optimization Algorithm for Multi-objective Disassembly Line Balancing Considering Hazardous Tasks

International Conference on Networking, Sensing and Control

DOI

2024

Robust Heterogeneous Federated Learning via Data-Free Knowledge Amalgamation

International Conference on Swarm Intelligence

DOI

2024

Multitask Routing Design for Load-Balancing Satellite Networks

IEEE International Conference on Systems, Man and Cybernetics

DOI

2024

A New Deep Learning Model for Semi-supervised Soft-sensing of an Industrial Production Process

2024 IEEE 20th International Conference on Automation Science and Engineering (CASE)

DOI

2024

Principal Component-Based Semi-Supervised Extreme Learning Machine for Soft Sensing

IEEE Transactions on Automation Science and Engineering

DOI

2024

Value Approximator-Based Learning Model Predictive Control for Iterative Tasks

IEEE Transactions on Automatic Control

DOI

2023

A General Easy and Similar Task-aided Evolutionary Optimization Framework for Expensive Problems

2023 IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2023

Dynamic origin–destination flow estimation for urban road network solely using probe vehicle trajectory data

Journal of Intelligent Transportation Systems / Taylor & Francis

DOI

2023

Robust Learning-Based Model Predictive Control for Intelligent Vehicles With Unknown Dynamics and Unbounded Disturbances

IEEE Transactions on Intelligent Vehicles

DOI

2023

A Line Complex-Based Evolutionary Algorithm for Many-Objective Optimization

IEEE/CAA Journal of Automatica Sinica

DOI

2023

An MCTS-Based Solution Approach to Solve Large-Scale Airline Crew Pairing Problems

IEEE Transactions on Intelligent Transportation Systems

DOI

2023

Moment-Based Model Predictive Control of Autonomous Systems

IEEE Transactions on Intelligent Vehicles

DOI

2023

A Knowledge Sharing and Individually Guided Evolutionary Algorithm for Multi-Task Optimization Problems

Applied Sciences

DOI

2022

基于深度学习的海上气田生产系统数据驱动软测量模型

《油气储运》

2022

A Multi-Objective Discrete Social Engineering Optimizer for a Disassembly Line Balancing Problem

2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Domain Adaptation Soft Sensing with Parameter Transferring

2022 IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Effective-aggregation Graph Convolutional Network for Imbalanced Classification

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Aspect-level Sentiment Classification with Multi-head-attention-based Multi-channel Graph Convolutional Networks

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Multi-objective Neural Architecture Adaptation in Transfer Learning

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Generic Multi-agent Cooperative Control via Finite-time Distributed MPC

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Individually-guided Evolutionary Algorithm for Solving Multi-task Optimization Problems

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2022

Domain Adaptation Multitask Optimization

IEEE Transactions on Cybernetics

DOI

2022

Minority-Weighted Graph Neural Network for Imbalanced Node Classification in Social Networks of Internet of People

IEEE Internet of Things Journal

DOI

2022

Evolving ensembles using multi-objective genetic programming for imbalanced classification

Knowledge-Based Systems

DOI

2022

Discriminative Manifold Distribution Alignment for Domain Adaptation

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2022

A survey of transfer learning for machinery diagnostics and prognostics

Artificial Intelligence Review

DOI

2022

Objective Space-Based Population Generation to Accelerate Evolutionary Algorithms for Large-Scale Many-Objective Optimization

IEEE Transactions on Evolutionary Computation

DOI

2021

Intelligent and Data-Driven Fault Detection of Photovoltaic Plants

Processes

DOI

2021

A Performance-Driven MPC Algorithm for Underactuated Bridge Cranes

Machines

DOI

2021

Novel L1 Regularized Extreme Learning Machine for Soft-Sensing of an Industrial Process

IEEE Transactions on Industrial Informatics

DOI

2021

Dynamic Embedding Projection-Gated Convolutional Neural Networks for Text Classification

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Effective Visual Domain Adaptation via Generative Adversarial Distribution Matching

IEEE Transactions on Neural Networks and Learning Systems

DOI

2020

Enhanced Subspace Distribution Matching for Fast Visual Domain Adaptation

IEEE Transactions on Computational Social Systems

DOI

2020

Soft Sensing of Nonlinear and Multimode Processes Based on Semi-Supervised Weighted Gaussian Regression

IEEE Sensors Journal

DOI

2020

Multiscale Drift Detection Test to Enable Fast Learning in Nonstationary Environments

IEEE Transactions on Cybernetics

DOI

2020

Optimizing Weighted Extreme Learning Machines for imbalanced classification and application to credit card fraud detection

Neurocomputing

DOI

2020

A Noisy-sample-removed Under-sampling Scheme for Imbalanced Classification of Public Datasets

IFAC-PapersOnLine

DOI

2019

Density Peak-based Pre-clustering Support Vector Machine for Multi-class Imbalanced Classification

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2019

A Novel Scale Recognition Method for Pointer Meters Adapted to Different Types and Shapes

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2019

An Adaptive Wordpiece Language Model for Learning Chinese Word Embeddings

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2019

Hierarchically Non-continuous Regression Prediction for Short-Term Photovoltaic Power Output

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2019

A Generative Adversarial Distribution Matching Framework for Visual Domain Adaptation

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2018

An Adaptive Pre-clustering Support Vector Machine for Binary Imbalanced Classification

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2018

Power economic dispatching subject to DG uncertainty via bare-bones PSO

Journal of the Chinese Institute of Engineers

DOI

2018

A Multiscale Concept Drift Detection Method for Learning from Data Streams

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2018

A Collaborative Resource Allocation Strategy for Decomposition-Based Multiobjective Evolutionary Algorithms

IEEE Transactions on Systems Man and Cybernetics Systems

DOI

2018

An opposition-based particle swarm optimization algorithm for noisy environments

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2018

A visual domain adaptation method based on enhanced subspace distribution matching

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2018

Opposition-Based Hybrid Strategy for Particle Swarm Optimization in Noisy Environments

IEEE Access

DOI

2017

机器学习中的不平衡分类方法 = Imbalanced classification methods in machine learning

《同济大学出版社》

2017

A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced Classification

IEEE Transactions on Neural Networks and Learning Systems

DOI

2017

Determining the Optimal Location of Terror Response Facilities Under the Risk of Disruption

IEEE Transactions on Intelligent Transportation Systems

DOI

2017

Optimal Load Scheduling of Plug-In Hybrid Electric Vehicles via Weight-Aggregation Multi-Objective Evolutionary Algorithms

IEEE Transactions on Intelligent Transportation Systems

DOI

2017

Biogeography-based optimisation for road recovery problem considering value of delay after urban waterlog disaster

International Journal of Bio-Inspired Computation

DOI

2016

基于团树传播的强化学习交通信号协调控制的研究

《微型电脑应用》

2016

A Noise-Filtered Under-Sampling Scheme for Imbalanced Classification

IEEE Transactions on Cybernetics

DOI

2016

A novel under-sampling algorithm based on Iterative-Partitioning Filters for imbalanced classification

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2016

A weight-aggregation multi-objective PSO algorithm for load scheduling of PHEVs

IEEE Congress on Evolutionary Computation (CEC)

DOI

2016

Model Predictive Control Based Demand Response for Optimization of Residential Energy Consumption

Electric Power Components and Systems

DOI

2016

A weight-incorporated similarity-based clustering ensemble method based on swarm intelligence

Knowledge-Based Systems

DOI

2016

Chance Constrained Optimization in a Home Energy Management System

IEEE Transactions on Smart Grid

DOI

2016

A multivariate grey RBF hybrid model for residual useful life prediction of industrial equipment based on state data

International Journal of Wireless and Mobile Computing

DOI

2015

Centralized Charging Strategy and Scheduling Algorithm for Electric Vehicles Under a Battery Swapping Scenario

IEEE Transactions on Intelligent Transportation Systems

DOI

2015

Bat algorithm with inertia weight

Chinese Automation Congress

DOI

2015

Dynamic Behavior of Artificial Hodgkin–Huxley Neuron Model Subject to Additive Noise

IEEE Transactions on Cybernetics

DOI

2015

Solving a portfolio optimisation problem via heuristic algorithms

International Journal of Wireless and Mobile Computing

DOI

2015

Adaptive bat algorithm for coverage of wireless sensor network

International Journal of Wireless and Mobile Computing

DOI

2015

Bat algorithm with oscillation element

International Journal of Innovative Computing and Applications

DOI

2015

A modified local linear embedding algorithm based on neighbour selection

International Journal of Wireless and Mobile Computing

DOI

2014

A new class of learning automata for selecting an optimal subset

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2014

Team of Bayesian optimization algorithms to solve task assignment problems in heterogeneous computing systems

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2014

Application of genetic algorithms in football field lighting for energy-saving

DOI

2014

A weight-incorporated similarity-based clustering ensemble method

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2014

A data clustering algorithm based on mussels wandering optimization

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2014

Bat algorithm with Gaussian walk

International Journal of Bio-Inspired Computation

DOI

2014

Centralized Charging Strategies of Plug-in Electric Vehicles on Spot Pricing Based on a Hybrid PSO

Lecture notes in computer science

DOI

2014

Chaotic biogeography-based optimisation

International Journal of Computing Science and Mathematics

DOI

2014

Bat algorithm with Gaussian walk for directing orbits of chaotic systems

International Journal of Computing Science and Mathematics

DOI

2014

Solving Power Economic Dispatch Problem Subject to DG Uncertainty via Bare-Bones PSO

Lecture notes in computer science

DOI

2014

Using Bat Algorithm with Levy Walk to Solve Directing Orbits of Chaotic Systems

Lecture notes in computer science

DOI

2014

Data-Based State Forecast via Multivariate Grey RBF Neural Network Model

Lecture notes in computer science

DOI

2013

PSO-based method to find electric vehicle's optimal charging schedule under dynamic electricity price

IEEE International Conference on Networking, Sensing and Control (ICNSC)

DOI

2013

Hybrid BBO and GA algorithms based on elites operation

International Journal of Modelling Identification and Control

DOI

2012

自然计算的研究综述

《电子学报》

2012

Mussels Wandering Optimization: An Ecologically Inspired Algorithm for Global Optimization

Cognitive Computation

DOI

2012

Optimal control of an electric vehicle’s charging schedule under electricity markets

Neural Computing and Applications

DOI

2012

Swarm Intelligence Approaches to Optimal Power Flow Problem With Distributed Generator Failures in Power Networks

IEEE Transactions on Automation Science and Engineering

DOI

2012

UNIFICATION AND DIVERSITY OF COMPUTATION MODELS FOR GENERALIZED SWARM INTELLIGENCE

International Journal of Artificial Intelligence Tools

DOI

2012

Solving optimal power flow problems subject to distributed generator failures via particle swarm intelligence

International Conference on Advanced Mechatronic Systems

2012

Population-based dynamic scheduling optimisation for complex production process

International Journal of Computer Applications in Technology

DOI

2011

Swarm-based optimal power flow considering generator fault in distribution systems

Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics

DOI

2011

Group search optimizer based optimal location and capacity of distributed generations

Neurocomputing

DOI

2011

Sitting and sizing of aggregator controlled park for plug-in hybrid electric vehicle based on particle swarm optimization

Neural Computing and Applications

DOI

2010

一种生态粒子群竞争优化计算模式

《模式识别与人工智能》

2010

基于近似动态规划的微粒群系统参数优化研究

《自动化学报》

2010

UAV flight trajectory control based on information fusion control method

International Conference on Networking, Sensing and Control

DOI

2009

A dynamic sky recognition method for use in energy efficient lighting design based on CIE standard general skies

Building and Environment

DOI

2009

Parameter approximate dynamic optimization for PSO systems

DOI

2009

Generalized Receding Horizon Control of Fuzzy Systems Based on Numerical Optimization Algorithm

IEEE Transactions on Fuzzy Systems

DOI

2009

A heuristic stochastic dynamic programming method for discrete particle swarm optimizer system

International Conference on Networking, Sensing and Control

DOI

2009

Swarm-based approximate dynamic optimization process for discrete particle swarm optimization system

International Journal of Bio-Inspired Computation

DOI

2008

A swarm-dynamic scheduling method for semiconductor assembly production line

2022 IEEE 18th International Conference on Automation Science and Engineering (CASE)

DOI

2008

A novel ecological particle swarm optimization algorithm and its population dynamics analysis

Applied Mathematics and Computation

DOI

2008

A turbo codes optimization method using particle swarm algorithm

IEEE International Joint Conference on Neural Networks (IJCNN)

DOI

2008

Particle swarm optimization based RBF neural networks learning algorithm

World Congress on Intelligent Control and Automation

DOI

2008

Formalization description of genetic algorithms based on intelligent computation framework

World Congress on Intelligent Control and Automation

DOI

2008

Formalization description of estimation of distribution algorithms based on intelligent computation framework

World Congress on Intelligent Control and Automation

DOI

2008

Formalization description of artificial immune algorithms based on intelligent computation framework

World Congress on Intelligent Control and Automation

DOI

2007

自然计算——人工智能的有效实施模式

《系统工程理论与实践》，Vol. 27, No. 5

下载原文

2007

Nature-inspired Computation — Effective Realization of Artificial Intelligence

Systems Engineering - Theory & Practice

DOI

2006

Formalization Description and Instance Research on Particle Swarm Optimization Algorithm

International Conference on Intelligent Systems Design and Applications (ISDA)

DOI

2005

群体智能与人工生命

《模式识别与人工智能》

2005

A Fuzzy Adaptive Programming Method of Particle Swarm Optimization

IEEE Region 10 Conference (TENCON)

DOI

2005

Fuzzy logic based multi7-optimum programming in particle swarm optimization

DOI

2005

Swarm Intelligence and Artificial Life

Order-Driven Disassembly Task Scheduling and Optimization for Multi-Factory Remanufacturing

2025

基于严格机理仿真与智能优化算法的海上油田集输注水系统产能优化

《2025油气田勘探与开发国际会议论文集（IFEDC）》

DOI

2025

基于大模型与LSTM的股价预测模型

《第36届中国过程控制会议论文集（上）》

DOI

2025

基于编码器-解码器的污水水质多步预测模型

《第36届中国过程控制会议论文集（下）》

DOI

2022

基于多项式NARX模型的深海井筒软测量研究

《2022年中国油气智能科技大会——第五届石油石化人工智能高端论坛暨第八届智能数字油田开放论坛论文集》

DOI

2009

一种微粒群智能寻优动态评价模式

《2009年中国智能自动化会议论文集（第七分册）[南京理工大学学报（增刊）]》

2009

半导体封装作业调度的群体智能近似动态优化

《2009年中国智能自动化会议论文集（第七分册）[南京理工大学学报（增刊）]》

2026

A Coarse-to-Fine Hybrid Transformer Framework for Robust State-of-Charge Estimation of Lithium Iron Phosphate Batteries

SSRN Electronic Journal

DOI