Integration of deep reinforcement learning and multi-agent system for dynamic scheduling of re-entrant hybrid flow shop considering worker fatigue and skill levels.

[BibT_eX]

[DOI]

Youshan Liu

Jiaxin Fan

Linlin Zhao

Weiming Shen

Chunjiang Zhang

Robotics Comput. Integr. Manuf., December, 2023

A cooperative hierarchical deep reinforcement learning based multi-agent method for distributed job shop scheduling problem with random job arrivals.

[BibT_eX]

[DOI]

Comput. Ind. Eng., November, 2023

A matheuristic for flexible job shop scheduling problem with lot-streaming and machine reconfigurations.

[BibT_eX]

[DOI]

Int. J. Prod. Res., October, 2023

Solving many-task optimization problems via online intertask learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., September, 2023

Bifurcation Behavior Analysis and Stability Region Discrimination for Series-Parallel Architecture Electric Energy Router.

[BibT_eX]

[DOI]

Int. J. Bifurc. Chaos, June, 2023

A Hybrid Evolutionary Algorithm Using Two Solution Representations for Hybrid Flow-Shop Scheduling Problem.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., March, 2023

Analysis and validations of operation behaviors for dual active bridge-based unified power quality conditioner under different working conditions.

[BibT_eX]

[DOI]

Int. J. Circuit Theory Appl., February, 2023

A Nonlinear Multimode Controller for Seamless off-Grid of Energy Storage Inverter Under Unintentional Islanding.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2023

Agent-based simulation and optimization of hybrid flow shop considering multi-skilled workers and fatigue factors.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2023

A Variable Neighborhood Search Algorithm for Heat Pipe-Constrained Component Layout Optimization.

[BibT_eX]

[DOI]

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

A Matheuristic-based Rescheduling Method for Flexible Job Shops with Lot-streaming and Machine Reconfigurations.

[BibT_eX]

[DOI]

Jiaxin Fan

Chunjiang Zhang

Weiming Shen

Proceedings of the 26th International Conference on Computer Supported Cooperative Work in Design, 2023

A Hybrid Co-Evolutionary Algorithm for the PBS Scheduling Problem in Automobile Industry.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

ε-Constrained Differential Evolution Using an Adaptive ε-Level Control Method.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2022

Multimode Operation Mechanism Analysis and Power Flow Flexible Control of a New Type of Electric Energy Router for Low-Voltage Distribution Network.

[BibT_eX]

[DOI]

IEEE Trans. Smart Grid, 2022

Resetting Weight Vectors in MOEA/D for Multiobjective Optimization Problems With Discontinuous Pareto Front.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2022

An End-to-End Deep Reinforcement Learning Approach for Job Shop Scheduling.

[BibT_eX]

[DOI]

Proceedings of the 25th IEEE International Conference on Computer Supported Cooperative Work in Design, 2022

2021

A discrete whale swarm algorithm for hybrid flow-shop scheduling problem with limited buffers.

[BibT_eX]

[DOI]

Robotics Comput. Integr. Manuf., 2021

Hyperplane-driven and projection-assisted search for solving many-objective optimization problems.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Wafer sojourn time fluctuation analysis for time-constrained dual-arm multi-cluster tools with activity time variation.

[BibT_eX]

[DOI]

Int. J. Comput. Integr. Manuf., 2021

Integrated optimization of storage location assignment and crane scheduling in an unmanned slab yard.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2021

Parameter Identification of Fractional Order Systems Using a Hybrid of Bernoulli Polynomials and Block Pulse Functions.

[BibT_eX]

[DOI]

IEEE Access, 2021

A Discrete Grey Wolf Optimizer for Solving Flexible Job Shop Scheduling Problem with Lot-streaming.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

An Agent-Based Approach for Dynamic Scheduling in Hybrid Flow Shops.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

An Improved Adaptive Differential Evolution Approach for Constrained Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

Prediction of Typical Flue Gas Pollutants from Municipal Solid Waste Incineration Plants.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE International Conference on Computer Supported Cooperative Work in Design, 2021

2020

Wafer Residency Time Analysis for Time-Constrained Single-Robot-Arm Cluster Tools With Activity Time Variation.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2020

Some new trends of intelligent simulation optimization and scheduling in intelligent manufacturing.

[BibT_eX]

[DOI]

Xinyu Li

Chunjiang Zhang

Serv. Oriented Comput. Appl., 2020

Competitive and collaborative representation for classification.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2020

Evolutionary many-objective assembly of cloud services via angle and adversarial direction driven search.

[BibT_eX]

[DOI]

Inf. Sci., 2020

An adaptive dual-population evolutionary paradigm with adversarial search: Case study on many-objective service consolidation.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2020

2019

Evolutionary algorithms for many-objective cloud service composition: Performance assessments and comparisons.

[BibT_eX]

[DOI]

Swarm Evol. Comput., 2019

Correction to "A Novel Unbalance Compensation Method for Distribution Solid-State Transformer Based on Reduced Order Generalized Integrator".

[BibT_eX]

[DOI]

IEEE Access, 2019

A Novel Unbalance Compensation Method for Distribution Solid-State Transformer Based on Reduced Order Generalized Integrator.

[BibT_eX]

[DOI]

IEEE Access, 2019

2018

Integrated Half-Bridge CLLC Bidirectional Converter for Energy Storage Systems.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2018

Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto fronts.

[BibT_eX]

[DOI]

Soft Comput., 2018

Engineering design optimization using an improved local search based epsilon differential evolution algorithm.

[BibT_eX]

[DOI]

J. Intell. Manuf., 2018

A modified electromagnetism-like mechanism algorithm with pattern search for global optimisation.

[BibT_eX]

[DOI]

Qing Wu

Chunjiang Zhang

Liang Gao

Int. J. Comput. Sci. Eng., 2018

2016

A new constraint handling method for differential evolution solving non-convex economic dispatch problems with valve loading effect.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2016

2015

Backtracking Search Algorithm with three constraint handling methods for constrained optimization problems.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2015

A hybrid backtracking search algorithm for permutation flow-shop scheduling problem.

[BibT_eX]

[DOI]

Comput. Ind. Eng., 2015

Visual Analysis of Harbor Hydrological Data in MANET.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE 12th Intl Conf on Ubiquitous Intelligence and Computing and 2015 IEEE 12th Intl Conf on Autonomic and Trusted Computing and 2015 IEEE 15th Intl Conf on Scalable Computing and Communications and Its Associated Workshops (UIC-ATC-ScalCom), 2015

2014

A waveform control strategy for single-phase high-frequency link matrix inverter.

[BibT_eX]

[DOI]

Proceedings of the IECON 2014 - 40th Annual Conference of the IEEE Industrial Electronics Society, Dallas, TX, USA, October 29, 2014

2013

An improved electromagnetism-like mechanism algorithm for constrained optimization.