《控制理论与应用》

2025

王凌，吴玉婷，陈靖方，潘子肖

《控制理论与应用》

2024

面向人机协同能效车间调度的群智能优化算法

王凌，李瑞，陈靖方

《中国科学:技术科学》

2024

基于改进差分进化算法的动态防空资源分配优化

罗天羽，邢立宁，王锐，王凌，石建迈，孙昕

《系统仿真学报》

DOI

2024

Rui Wang, Zhiming Zhou, Kaiwen Li, Tao Zhang, Ling Wang, Xin Xu, Xiangke Liao

IEEE/CAA Journal of Automatica Sinica

2023

《系统仿真学报》

DOI

2021

多目标优化Knee前沿搜索方法研究进展

李文桦，张涛，王锐，王凌

《控制理论与应用》

2021

王原，马力，王凌，何永明，齐伟华，邢立宁

《中国科学:技术科学》

2020

基于即时交货的离散时间模型及其在炼油过程调度优化中的应用

韩彪，江永亨，王凌，黄德先

《控制与决策》

DOI

2020

求解区间数分布式流水线调度的混合离散果蝇优化算法

王凌，郑洁，王晶晶

《控制与决策》

DOI

2020

融合规则的HEDA求解带工件批量运输的三阶段装配集成调度问题

邓超，钱斌，胡蓉，王凌，孙在省

《控制与决策》

DOI

2020

Yixin Yang, Xiaoyi Feng, Bin Xin, Meng-Chen Ji, Xi-Ying Du, Ling Wang, Hongjun Zhang, Bo Liu

DOI

2017

果蝇优化算法研究进展

王凌，郑晓龙

《控制理论与应用》

2017

王凌，沈婧楠，王圣尧，邓瑾

《控制与决策》

2015

一种多目标资源受限项目调度问题的教学算法

王凌，郑环宇

《控制与决策》

2015

《控制与决策》

2012

求解混合流水车间调度问题的分布估计算法

王圣尧，王凌，许烨，周刚

《自动化学报》

2012

求解不相关并行机混合流水线调度问题的人工蜂群算法

王凌，周刚，许烨，王圣尧

《控制理论与应用》

2012

王凌，王圣尧，方晨

《控制与决策》

2011

A DE Based Variable Iterated Greedy Algorithm for the No-Idle Permutation Flowshop Scheduling Problem with Total Flowtime Criterion

M. Tasgetiren, Quan-Ke Pan, Ling Wang, A. Chen

International Conference on Intelligent Computing

DOI

2011

An effective hybrid discrete differential evolution algorithm for the flow shop scheduling with intermediate buffers

Quan-Ke Pan, Ling Wang, Liang Gao, Wei-Dong Li

Information Sciences

DOI

2011

An effective shuffled frog-leaping algorithm for lot-streaming flow shop scheduling problem

Quan-Ke Pan, Ling Wang, Liang Gao, Junqing Li

DOI

2011

An Effective Shuffled Frog Leaping Algorithm for Solving Hybrid Flow-Shop Scheduling Problem

Ye Xu, Ling Wang, Gang Zhou, Shengyao Wang

International Conference on Intelligent Computing

DOI

2011

方晨，王凌

《控制与决策》

潘全科，王凌，赵保华

《控制与决策》

2008

An improved iterated greedy algorithm for the no-wait flow shop scheduling problem with makespan criterion

Quan-Ke Pan, Ling Wang, Bao-Hua Zhao

DOI

2008

Scheduling multi-objective job shops using a memetic algorithm based on differential evolution

B. Qian, Ling Wang, Dexian Huang, Xiong Wang

DOI

2008

Quan-Ke Pan, Ling Wang

DOI

2008

A hybrid differential evolution method for permutation flow-shop scheduling

B. Qian, Ling Wang, Rong Hu, Wan-Liang Wang, Dexian Huang, Xiong Wang

DOI

2008

Advances in quantum-inspired evolutionary algorithms

Ling Wang

2008

Nonlinear constrained optimization by enhanced co-evolutionary PSO

Qie He, Ling Wang, Fuzhuo Huang

2008 IEEE Congress on Evolutionary Computation (IEEE World Congress on Computational Intelligence)

DOI

2008

A hybrid discrete particle swarm optimization algorithm for the no-wait flow shop scheduling problem with makespan criterion

Quan-Ke Pan, Ling Wang, M. Tasgetiren, Bao-Hua Zhao

DOI

2008

An Effective PSO-Based Hybrid Algorithm for Multiobjective Permutation Flow Shop Scheduling

Bin-Bin Li, Ling Wang, Bo Liu

IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans

DOI

2008

Ling Wang, Liang Zhang

DOI

2006

An effective hybrid genetic algorithm for flow shop scheduling with limited buffers

Ling Wang, L. Zhang, Da-Zhong Zheng

Computers & Operations Research

DOI

2006

A Hybrid Quantum-Inspired Genetic Algorithm for Multi-objective Scheduling

Bin-Bin Li, Ling Wang

International Conference on Intelligent Computing

DOI

2006

An adaptive genetic algorithm with multiple operators for flowshop scheduling

Liang Zhang, Ling Wang, Da-Zhong Zheng

DOI

2006

Study on Function Optimization and Model Reduction Based on a Class of Hybrid PSO Algorithm

Li-Heng Liu, Ling Wang

2006

Stochastic optimization using simulated annealing with hypothesis test

Ling Wang, L. Zhang

Applied Mathematics and Computation

DOI

2006

王凌，吉利军，郑大钟

《控制与决策》

2004

TSP基于参考点的相邻插入法和两阶段方法

王凌，童行行，郑大钟

《控制与决策》

2004

张亮，王凌，郑大钟

《控制理论与应用》

2004

Simulation optimization based on surrogate model and genetic algorithm

Ling Wang

2004

Genetic ordinal optimization for stochastic traveling salesman problem

Liang Zhang, Ling Wang

Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788)

DOI

2004

The ordinal optimisation of genetic control parameters for flow shop scheduling

Ling Wang, Liang Zhang, Da-Zhong Zheng

DOI

2004

王凌

2003

非线性系统参数估计的一类有效搜索策略

王凌，李令莱，郑大钟

《自动化学报》

2003

非最小相位系统控制器的优化设计

王凌，李文峰，郑大钟

《自动化学报》

2003

An Effective Hybrid Heuristic for Flow Shop Scheduling

Da-Zhong Zheng, Ling Wang

DOI

2003

Hypothesis-test based simulated annealing for stochastic flow shop scheduling

Liang Zhang, Ling Wang, F. Tang

Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693)

Directing orbits of chaotic dynamical systems based on simplex-annealing strategy

Ling-Lai Li, F. Tang, Ling Wang

International Conference on Neural Networks and Signal Processing, 2003. Proceedings of the 2003

DOI

2002

求解同顺序加工调度问题的一种改进遗传算法

王凌，郑大钟

Ling Wang, Da-Zhong Zheng

DOI

2001

2000

基于Cauchy和Gaussian分布状态发生器的模拟退火算法

王凌，郑大钟

《清华大学学报(自然科学版)》

1999

TSP及其基于Hopfield网络优化的研究

王凌，郑大钟

《控制与决策》

DOI

1998

一类GASA混合策略及其收敛性研究

王凌，郑大钟

《控制与决策》

1998

TSP问题次优化求解方法的比较

王凌，郑大钟

《控制与决策》

DOI

精选作品

期刊论文

机器学习赋能的智能优化与调度专刊序言

进化多任务优化综述：技术进展、问题分类及应用

异构环境下容器多目标调度任务优化仿真

Optimizing warehouse product allocation at JD.com: A community detection-driven approach

A Deep Reinforcement Learning Framework Assisted by Genetic Programming for Dynamic Flexible Job Shop Scheduling

A Hybrid Multiobjective Memetic Algorithm for Energy-Efficient Scheduling of Distributed Heterogeneous Flow Shop With Economic Benefit Problem

A Tri-Stage Cooperative Optimization Algorithm With Q-Learning Mechanism for the Multiobjective Distributed Flexible Job Shop Scheduling With Worker Factors

A Search Strategy With Graph Attention Networks and Neighborhood Search Features for Dynamic Flexible Job Shop Scheduling

A Heterogeneous Graph Reinforcement Learning Framework With Question-Aware Neighborhood Aggregation and Interoption Prompt Attention for Dynamic Flexible Job Shop Scheduling Problem

Problem-Specific Knowledge and Learning-Based Meta-Heuristics for On-Demand Food Delivery Scheduling

Unsupervised Band Selection for Hyperspectral Image Classification: Particle Swarm Optimization via Cross-Domain Knowledge Transfer

Real-Time Scheduling for Energy-Efficient Distributed Hybrid Flow-Shop With Evolution Strategies-Based Multiple Graph Neural Networks

Energy-Efficient Distributed Heterogeneous Hybrid Flow-Shop Scheduling Using Graph Neural Network and Deep Reinforcement Learning

Multiobjective Multitasking Optimization With Decomposition-Based Adaptive Knowledge Transfer

A Large Language Model-Assisted Reinforcement Learning Framework with Evolutionary Algorithm for Hybrid Flow-Shop Scheduling

Advances in LLM-Assisted Combinatorial Optimization

Deep Reinforcement Learning Using Multiview Graph Attention Mechanisms for Flexible Job Shop Scheduling

DRMCMO: A Detection Region Method-Based Evolutionary Algorithm for Multiobjective Optimization With Binary Feasibility Constraints

A Critical Path-Based Bi-Population Cooperative Coevolutionary Algorithm for Hybrid Lot-Streaming Flow Shop Scheduling Problem

Branching Deep Q-Network Enhanced Memetic Algorithm for Skilled-Worker Constrained Flexible Job Shop Scheduling Problem

A Knowledge-enhanced Framework with k -step DQN for No-Wait Flow-Shop Scheduling with Sequence-Dependent Setup Time

Adaptive Dual-Group Variable Neighborhood Search for Solving Heterogeneous Cooperative Multi-UAV Reconnaissance Task Assignment Problem

A Budget-Aware Feasibility-Guided Surrogate-Assisted Evolutionary Algorithm for Energy-Aware Distributed Hybrid Flow Shop Scheduling

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

前言

基于自适应大邻域搜索的多场景多卫星任务规划方法

Decoupling Constraint: Task Clone-Based Multitasking Optimization for Constrained Multiobjective Optimization

History-Assisted Two-State Auxiliary Task Collaboration Approach for Dynamic Constrained Multiobjective Optimization

Knowledge Transfer Driven Distributed Memetic Architecture and Algorithm for Distributed Differentiation Flowshop Integrated Scheduling

Fuzzy Constraint Dominance Strategy for Constrainted Multiobjective Optimization Problems with Multiple Constraints

Transformer-Based Intelligent Prediction Model for Multimodal Multi-Objective Optimization

Exact and Deep Q-Network Assisted Swarm Intelligence Methods for Scheduling Multiobjective Heterogeneous Unmanned Surface Vehicles

Federated Reinforcement Learning for smart and privacy-preserving energy management of residential microgrids clusters

A Feature-Based Learning Differential Evolution Algorithm for the Flexible Job-Shop Scheduling With Occupational Repetitive Actions Index

Dynamic Cascaded Flow-Shop Scheduling Using an Evolutionary Greedy Algorithm

Multi-Ship Dynamic Weapon-Target Assignment via Cooperative Distributional Reinforcement Learning With Dynamic Reward

An Iterative Greedy Algorithm for Solving a Multiobjective Distributed Assembly Flexible Job Shop Scheduling Problem With Fuzzy Processing Time

Surrogate-Assisted Efficient Grouping Evolutionary Search for Expensive Large-Scale Multi-Objective Optimization

A Thompson Sampling-Based Sparse Evolutionary Operator for Sparse Large-Scale Multiobjective Optimization

A Tree-Based Multiobjective Evolutionary Algorithm for Energy-Efficient Hybrid Flow-Shop Scheduling

An Evolutionary Multitasking Memetic Algorithm for Multiobjective Distributed Heterogeneous Welding Flow Shop Scheduling

A Co-Evolutionary Dual Niching Differential Evolution Algorithm for Nonlinear Equation Systems Optimization

An End-to-End Framework for Energy-Efficient Cascaded Dual-Shop Collaborative Scheduling With Mating Operations

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

Seru系统调度优化的知识引导协同进化算法

面向人机协同能效车间调度的群智能优化算法

基于改进差分进化算法的动态防空资源分配优化

“数据与模型融合的智能调度优化”专刊前言

A Generative Adversarial Networks Model Based Evolutionary Algorithm for Multimodal Multi-Objective Optimization

Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection

Evolutionary computation and reinforcement learning integrated algorithm for distributed heterogeneous flowshop scheduling

Constrained Multiobjective Optimization via Multitasking and Knowledge Transfer

Co-Evolution With Deep Reinforcement Learning for Energy-Aware Distributed Heterogeneous Flexible Job Shop Scheduling

Effective transferred knowledge identified by bipartite graph for multiobjective multitasking optimization

Evolutionary Multitasking via Reinforcement Learning

A comprehensive survey of weapon target assignment problem: Model, algorithm, and application

Constrained multi-objective optimization evolutionary algorithm for real-world continuous mechanical design problems

Double DQN-Based Coevolution for Green Distributed Heterogeneous Hybrid Flowshop Scheduling With Multiple Priorities of Jobs

Intelligent optimization with learning for scheduling and logistics systems

Learning to Branch in Combinatorial Optimization With Graph Pointer Networks

并行智能优化算法研究进展

考虑全局和局部帕累托前沿的多模态多目标优化算法

基于KnCMPSO算法的异构无人机协同多任务分配

A Constraint-Handling Technique for Decomposition-Based Constrained Many-Objective Evolutionary Algorithms

A Learning-Based Memetic Algorithm for Energy-Efficient Flexible Job-Shop Scheduling With Type-2 Fuzzy Processing Time

Evolutionary Sampling Agent for Expensive Problems

Surprisingly Popular-Based Adaptive Memetic Algorithm for Energy-Efficient Distributed Flexible Job Shop Scheduling

Neighborhood evolutionary sampling with dynamic repulsion for expensive multimodal optimization

A Competitive and Cooperative Swarm Optimizer for Constrained Multiobjective Optimization Problems

A Reinforcement-Learning-Based 3-D Estimation of Distribution Algorithm for Fuzzy Distributed Hybrid Flow-Shop Scheduling Considering On-Time-Delivery

Balancing Convergence and Diversity in Objective and Decision Spaces for Multimodal Multi-Objective Optimization

Handling constrained many-objective optimization problems via determinantal point processes

Deep Reinforcement Learning Based Optimization Algorithm for Permutation Flow-Shop Scheduling

A Population-Based Iterated Greedy Algorithm for Distributed Assembly No-Wait Flow-Shop Scheduling Problem

Coevolutionary Framework for Generalized Multimodal Multi-Objective Optimization

基于多维EDA算法的低碳分布式装配流水车间调度

Constrained multi-objective evolutionary algorithm with an improved two-archive strategy

Two Archives Assisted Push-Pull Evolutionary Algorithm for Constrained Multi-Objective Optimization