宋士吉

2026

认知科学启发的产业大脑:理论框架、核心方法与典型应用

《中国科学:信息科学》

2026

A Graph-Based Reinforcement Learning Method for Flexible Job Shop Scheduling with Sequence Flexibility

International Conference on Intelligent Computing

DOI

2025

Express transport network design with transshipments

Omega-International Journal Of Management Science，Vol. 138

DOI

2025

Dynamic scheduling for multi-objective flexible job shop via deep reinforcement learning

Applied Soft Computing

DOI

2025

Deep Reinforcement Learning for Traveling Purchaser Problems

IEEE Transactions on Emerging Topics in Computational Intelligence

DOI

2025

Learning to Stabilize Column Generation

DOI

2025

Unified Scheduling Model for High-Speed Train Timetable Optimization and Rescheduling Based on Deep Reinforcement Learning

IEEE Transactions on Intelligent Transportation Systems

DOI

2024

A new artificial bee colony algorithm for the flexible job shop scheduling problem with extra resource constraints in numeric control centers

Expert Systems With Applications，Vol. 249

DOI

2024

Solving flexible job shop scheduling problems via deep reinforcement learning

Expert Systems With Applications，Vol. 245

DOI

2024

分布鲁棒优化调度理论方法及应用

《科学出版社》

2024

Data-Driven Distributionally Robust Optimization for Railway Timetabling Problem

IEEE Transactions on Automation Science and Engineering

DOI

2024

A Reinforcement-Learning-Based Multiple-Column Selection Strategy for Column Generation

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2023

Operational adjustment modeling approach based on Bayesian network transfer learning for new flotation process under scarce data

Journal of Process Control

DOI

2023

Solving job shop scheduling problems via deep reinforcement learning

Applied Soft Computing

DOI

2023

Accelerating Column Generation Algorithm Using Machine-Learning-Based Column Elimination

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

DOI

2022

The Hot Strip Mill Scheduling Problem With Uncertainty: Robust Optimization Models and Solution Approaches

IEEE Transactions on Cybernetics

DOI

2022

Optimization and coordination in a service-constrained supply chain with the bidirectional option contract under conditional value-at-risk

Discrete and Continuous Dynamical Systems. Series A

DOI

2022

Optimization of a molten iron scheduling problem with uncertain processing time using variable neighborhood search algorithm

Scientific Reports

DOI

2021

Coping with Loss Aversion and Risk Management in the Supply Chain Coordination

Sustainability，Vol. 13, No. 8

DOI

2021

新一代信息技术环境下现代服务业的数字化和智能化演进

《计算机集成制造系统》

DOI

2021

考虑机器不可用约束的钢铁加热炉调度

《清华大学学报(自然科学版)》

2021

钢铁生产线的多工序实时智能优化调度理论、方法及应用

《中国科学基金》

DOI

2021

Supply Chain Coordination with a Risk-Averse Retailer and the Call Option Contract in the Presence of a Service Requirement

Mathematics

DOI

2021

The loss-averse newsvendor problem with quantity-oriented reference point under CVaR criterion

Journal of Industrial and Management Optimization

DOI

2021

Rolling scheduling of reheating furnaces in steel production when some furnaces may not be available at times

DOI

2021

A Hybrid Artificial Immune-Simulated Annealing Algorithm for Multiroute Job Shop Scheduling Problem With Continuous Limited Output Buffers

IEEE Transactions on Cybernetics

DOI

2021

A Distributionally Robust Scheduling Approach for Uncertain Steelmaking and Continuous Casting Processes

IEEE Transactions on Systems, Man & Cybernetics. Systems

DOI

2020

Wasserstein distributionally robust shortest path problem

European Journal Of Operational Research，Vol. 284, No. 1

DOI

2020

Robust single machine scheduling problem with uncertain job due dates for industrial mass production

Journal Of Systems Engineering And Electronics，Vol. 31, No. 2

DOI

2020

专刊：深度强化学习

《智能科学与技术学报》

2020

Optimal decisions in supply chains with a call option contract under the carbon emissions tax regulation

DOI

2020

Supply Chain Coordination with a Loss-Averse Retailer and Combined Contract

Mathematics

DOI

2020

The Loss-Averse Newsvendor Problem with Random Yield and Reference Dependence

DOI

2020

Robust Scheduling of Hot Rolling Production by Local Search Enhanced Ant Colony Optimization Algorithm

IEEE Transactions on Industrial Informatics

DOI

2019

Distributionally robust scheduling on parallel machines under moment uncertainty

European Journal Of Operational Research，Vol. 272, No. 3

DOI

2019

Distributionally robust single machine scheduling with the total tardiness criterion

Computers & Operations Research，Vol. 101

DOI

2019

Supply Chain Coordination with a Risk-Averse Retailer and a Combined Buy-Back and Revenue Sharing Contract

Asia Pac. J. Oper. Res.

DOI

2019

Optimal Decisions of a Supply Chain With a Risk-Averse Retailer and Portfolio Contracts

IEEE Access

DOI

2018

Robust single machine scheduling with uncertain release times for minimising the maximum waiting time

International Journal Of Production Research，Vol. 560, No. 16

DOI

2018

A Distributionally Robust Chance Constrained Model to Hedge Against Uncertainty in Steelmaking-continuous Casting Production Process

IEEE International Conference on Industrial Engineering and Engineering Management

DOI

2017

Lagrangian relaxation for the reliable shortest path problem with correlated link travel times

Transportation Research Part B-Methodological，Vol. 104

DOI

2017

Distributionally robust single machine scheduling with risk aversion

European Journal Of Operational Research，Vol. 256, No. 1

DOI

2017

随机需求和产量下基于损失规避的零售商博弈

《控制与决策》

DOI

2017

Impact of loss aversion on supply chain coordination with the combined contract

Chinese Control and Decision Conference

DOI

2017

Newsvendor problem with VaR and CVaR criteria under random demand and supply

Chinese Control and Decision Conference

DOI

2017

基于最大熵马尔科夫模型的绩效评价方法

《控制理论与应用》

2017

Local search enhanced multi-objective PSO algorithm for scheduling textile production processes with environmental considerations

Applied Soft Computing

DOI

2017

Performance in the supply chain with a loss-averse retailer with random demand

Cybersecurity and Cyberforensics Conference

DOI

2017

Ordering control in multi-stage multi-item supply chain with stochastic demand

2017 13th IEEE International Conference on Control & Automation (ICCA)

DOI

2017

Single machine scheduling with uncertain release times

Cybersecurity and Cyberforensics Conference

DOI

2017

Fix-and-Optimize and Variable Neighborhood Search Approaches for Stochastic Multi-Item Capacitated Lot-Sizing Problems

DOI

2017

織物染色工程における並列バッチ処理機械スケジューリングのための多目的人工的ミツバチコロニーアルゴリズム【Powered by NICT】

2017

A multi-objective artificial bee colony algorithm for parallel batch-processing machine scheduling in fabric dyeing processes

Knowledge-Based Systems

DOI

2016

Distributionally Robust Optimization of Two-Stage Lot-Sizing Problems

Production And Operations Management，Vol. 250, No. 120

DOI

2016

Parametric search for the bi-attribute concave shortest path problem

Transportation Research Part B-Methodological，Vol. 94

DOI

2016

Carbon-efficient scheduling of flow shops by multi-objective optimization

European Journal Of Operational Research，Vol. 248, No. 3

DOI

2016

New block properties for flowshop scheduling with blocking and their application in an iterated greedy algorithm

International Journal Of Production Research，Vol. 540, No. 16

DOI

2016

The newsvendor model with futures trading

Chinese Control and Decision Conference

DOI

2016

Flexile ordering policy of two-stage newsvendor model with demand updating under demand uncertainty

Cybersecurity and Cyberforensics Conference

DOI

2016

Parallel Machine Scheduling Under Time-of-Use Electricity Prices: New Models and Optimization Approaches

IEEE Transactions on Automation Science and Engineering

DOI

2016

The Loss-Averse Newsvendor Problem with Random Supply Capacity and Reference Point

Cybersecurity and Cyberforensics Conference

DOI

2016

Coordination of Supply Chain with One Supplier and Two Competing Risk-Averse Retailers under an Option Contract

DOI

2015

[Review] A periodic review inventory model with loss-averse retailer, random supply capacity and demand

International Journal Of Production Research，Vol. 530, No. 12

DOI

2015

Accelerated methods for total tardiness minimisation in no-wait flowshops

International Journal Of Production Research，Vol. 530, No. 4

DOI

2015

An improved iterated greedy algorithm with a Tabu-based reconstruction strategy for the no-wait flowshop scheduling problem

Applied Soft Computing

DOI

2015

Hybrid NSGA-II algorithm on robust multi-objective inventory management problem

DOI

2015

Solving a multi-level capacitated lot sizing problem with random demand via a fix-and-optimize heuristic

IEEE Congress on Evolutionary Computation

DOI

2015

A novel block-shifting simulated annealing algorithm for the no-wait flowshop scheduling problem

IEEE Congress on Evolutionary Computation

DOI

2014

The loss-averse newsvendor problem with random yield

DOI

2014

Minimizing makespan for a no-wait flowshop using tabu mechanism improved iterated greedy algorithm

IEEE Congress on Evolutionary Computation

DOI

2013

A simulation-based differential evolution algorithm for stochastic parallel machine scheduling with operational considerations

International Transactions In Operational Research，Vol. 200, No. 4

DOI

2013

Some heuristics for no-wait flowshops with total tardiness criterion

Computers & Operations Research，Vol. 40, No. 2

DOI

2013

A hybrid artificial bee colony algorithm for the job shop scheduling problem

International Journal Of Production Economics，Vol. 141, No. 1

DOI

2013

Impact of loss aversion on the newsvendor game with product substitution

International Journal Of Production Economics，Vol. 141, No. 1

DOI

2013

多目标遗传算法及其在库存管理中的应用

《中国科技论文》

2013

A dispatching rule-based hybrid genetic algorithm focusing on non-delay schedules for the job shop scheduling problem

The International Journal of Advanced Manufacturing Technology

DOI

2013

Asymptotic Distribution of Makespan in Permutation Flowshops

DOI

2013

A hybrid differential evolution algorithm for job shop scheduling problems with expected total tardiness criterion

Applied Soft Computing

DOI

2012

A three-phase algorithm for flowshop scheduling with blocking to minimize makespan

Computers & Operations Research，Vol. 39, No. 11

DOI

2012

Inventory policies for a partially observed supply capacity model

DOI

2012

The Loss-Averse Retailer’s Ordering Policy under Yield and Demand Uncertainty

DOI

2012

A two-stage hybrid particle swarm optimization algorithm for the stochastic job shop scheduling problem

Knowledge-Based Systems

DOI

2012

Dynamic Programming and Heuristic for Stochastic Uncapacitated Lot-Sizing Problems with Incremental Quantity Discount

DOI

2012

Single-period inventory model with discrete stochastic demand based on prospect theory

DOI

2012

Hybrid NSGA-II Algorithm on Multi-objective Inventory Management Problem

DOI

2011

A hybrid genetic algorithm for two-stage multi-item inventory system with stochastic demand

Neural computing & applications (Print)

DOI

2011

Two Techniques to Improve the NEH Algorithm for Flow-Shop Scheduling Problems

International Conference on Intelligent Computing

DOI

2010

动态定价策略下的精确库存成本建模与优化

《控制与决策》

DOI

2010

钢铁企业复杂库存环境下的精确库存成本建模

《计算机集成制造系统》

2010

基于实时成本计算的库存管理模型框架

《中国科技论文》

2010

Multi-echelon multi-item dynamic inventory management via decomposition and coordination algorithm

International Conference on Networking, Sensing and Control

DOI

2010

Single machine scheduling with sequence-dependent family setups to minimize maximum lateness

Journal of the Operational Research Society

DOI

2010

Stochastic Optimization of Two-stage Multi-item Inventory System with Hybrid Genetic Algorithm

LSMS/ICSEE

DOI

2010

An inventory model with stochastic lead-time and stochastic demand

IEEE ICCA 2010

DOI

2009

Dominance property based tabu search for single machine scheduling problems with family setups

Journal Of Systems Engineering And Electronics，Vol. 200, No. 60

2009

A simulated annealing algorithm for single machine scheduling problems with family setups

Computers & Operations Research，Vol. 36, No. 7

DOI

2009

Infinitesimal dividing modeling method for dual suppliers inventory model with random lead times

Journal Of Systems Engineering And Electronics，Vol. 200, No. 30

2009

A model of stochastic inventory management with intellectual search method

International Conference on Machine Learning and Computing

DOI

2009

Structural Property and Meta-heuristic for the Flow Shop Scheduling Problem

DOI

2008

染整车间染缸优化调度算法研究

《计算机集成制造系统》

2008

随机需求和提前期环境下的精确库存成本建模

《计算机集成制造系统》

2008

Makespan distribution of permutation flowshop schedules

Journal of Scheduling

DOI

2008

A Simulated Annealing Based Beam Search Algorithm for the Flow-Shop Scheduling Problem

International journal of pattern recognition and artificial intelligence

DOI

2007

基于大规模FSP问题Block性质的SA算法

《系统工程与电子技术》

2007

一类基于FSP问题Block性质的快速TS算法

《控制与决策》

2007

Infinitesimal Dividing Method: Solving Dual Suppliers Inventory Model with Random Lead Times

International Conference on Machine Learning and Computing

DOI

2007

An improved version of the NEH algorithm and its application to large-scale flow-shop scheduling problems

DOI

2006

随机环境下两周期库存系统基于风险效用的最优采购策略

《电子学报》

2006

基于NDP的遗传算法及其在JSP中的应用

《清华大学学报(自然科学版)》

2006

A New Beam Search Algorithm for the Large-Scale Permutation FSP

International Conference on Machine Learning and Computing

DOI

2006

Infinitesimal Dividing Method: Sole Supplier Inventory Cost Model with Random Lead Times

International Conference on Machine Learning and Computing

DOI

2006

Solving Large-scale FSP with NEH Algorithm Based on Block Properties

World Congress on Intelligent Control and Automation

DOI

2005

Supply chain coordination of loss-averse newsvendor with contract

DOI

2004

反向物流及再制造技术的研究现状和发展趋势

《计算机集成制造系统》

2004

基于不确定作业时间的FSMP调度问题研究

《控制与决策》

2004

供需链管理中合同定量研究及其发展

《控制与决策》

DOI

2004

供需链系统的协调机制与风险分配

《清华大学学报(自然科学版)》

2004

On flexible flow shop scheduling problem with uncertain process time

Kongzhi yu juece

2004

'Study on EOQ model in the fuzzy environment

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

DOI

2004

Optimal inventory control policy in fuzzy sense

IEEE International Conference on Networking, Sensing and Control

DOI

2003

固定采购成本与最小采购量约束下的周期库存

《哈尔滨工业大学学报》

2003

带有供需双方促销努力的供需链合同问题研究

《清华大学学报(自然科学版)》

2002

模糊推理的反向三Ⅰ约束算法

《自然科学进展》

2002

模糊推理的反向三I算法

《中国科学:技术科学》

2001

Theory of restriction degree of Triple I method with total inference rules of fuzzy reasoning

Progress in Natural Science:Materials International

2001

模糊推理的三I逄法的RL型支持度分析

《应用数学》

2000

模糊推理三I方法的RL型约束度分析

《东南大学学报(自然科学版)》

2000

关于模糊推理的全蕴涵三I算法的约束度理论

《自然科学进展》

Energy-efficient scheduling of CNC machining center by local search enhanced multi-objective grey wolf optimization algorithm

Expert systems with applications

DOI

2024

Managing production and procurement through the put option contract under carbon cap regulation

《第43届中国控制会议论文集（16）》

DOI

2020

Coordinating supply chains with a risk-averse retailer and a call option contract

《第32届中国控制与决策会议论文集（4）》

DOI

2007

基于改进多目标遗传算法的供应商选择问题研究

《2007中国控制与决策学术年会》

2000

模糊推理的Zadeh型全蕴涵三Ⅰ算法

《第十九届中国控制会议论文集（一）》

2023

Facilitating Battery Swapping Services for Freight Trucks with Spatial-Temporal Demand Prediction

arXiv (Cornell University)

DOI