A fuzzy hierarchical reinforcement learning based scheduling method for semiconductor wafer manufacturing systems

Robust scheduling and dispatching rules for high-mix collaborative manufacturing systems

(2021) Andrea Maria Zanchettin   Flexible Services and Manufacturing Journal

Optimizing task scheduling in human-robot collaboration with deep multi-agent reinforcement learning

(2021) Tian Yu et al.   JOURNAL OF MANUFACTURING SYSTEMS

Big data analytics for intelligent manufacturing systems: A review

(2021) Junliang Wang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Bi-level dynamic scheduling architecture based on service unit digital twin agents

(2021) Jian Zhang et al.   JOURNAL OF MANUFACTURING SYSTEMS

Big data analytics for cycle time related feature selection in the semiconductor wafer fabrication system

(2020) Junliang Wang et al.   COMPUTERS & INDUSTRIAL ENGINEERING

A heuristic based on mathematical programming for a lot-sizing and scheduling problem in mold-injection production

(2020) Yasmín Á Ríos-Solís et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Fuzzy C-Means clustering algorithm for data with unequal cluster sizes and contaminated with noise and outliers: review and development

(2020) Salar Askari   EXPERT SYSTEMS WITH APPLICATIONS

A self-organized approach for scheduling semiconductor manufacturing systems

(2020) Qingyun Yu et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Reinforcement Learning based scheduling in a workflow management system

(2019) Athanassios M. Kintsakis et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multiobjective Scheduling of Dual-Blade Robotic Cells in Wafer Fabrication

(2019) QingHua Zhu et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Bilateral LSTM: A Two-Dimensional Long Short-Term Memory Model With Multiply Memory Units for Short-Term Cycle Time Forecasting in Re-entrant Manufacturing Systems

(2018) Junliang Wang et al.   IEEE Transactions on Industrial Informatics

A Data Driven Cycle Time Prediction With Feature Selection in a Semiconductor Wafer Fabrication System

(2018) Junliang Wang et al.   IEEE TRANSACTIONS ON SEMICONDUCTOR MANUFACTURING

A survey of semiconductor supply chain models Part II: demand planning, inventory management, and capacity planning

(2018) Reha Uzsoy et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

An Operation-Group Based Soft Scheduling Approach for Uncertain Semiconductor Wafer Fabrication System

(2018) Huaxing Zhong et al.   IEEE Transactions on Systems Man Cybernetics-Systems

Scheduling Semiconductor Testing Facility by Using Cuckoo Search Algorithm With Reinforcement Learning and Surrogate Modeling

(2018) ZhengCai Cao et al.   IEEE Transactions on Automation Science and Engineering

Directional Link Scheduling for Real-time Data Processing in Smart Manufacturing System

(2018)   IEEE Internet of Things Journal

Traffic light control using deep policy-gradient and value-function-based reinforcement learning

(2017) Seyed Sajad Mousavi et al.   IET Intelligent Transport Systems

A survey of semiconductor supply chain models part I: semiconductor supply chains, strategic network design, and supply chain simulation

(2017) Lars Mönch et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Big data analytics based fault prediction for shop floor scheduling

(2017) Wei Ji et al.   JOURNAL OF MANUFACTURING SYSTEMS

Model-Free Reinforcement Learning and Bayesian Classification in System-Level Power Management

(2016) Yanzhi Wang et al.   IEEE TRANSACTIONS ON COMPUTERS

Accuracy-Based Learning Classifier Systems for Multistep Reinforcement Learning: A Fuzzy Logic Approach to Handling Continuous Inputs and Learning Continuous Actions

(2016) Gang Chen et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

API-based two-dimensional dispatching decision-making approach for semiconductor wafer fabrication with operation due date–related objectives

(2016) You Li et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

Dynamic Pricing and Energy Consumption Scheduling With Reinforcement Learning

(2016) Byung-Gook Kim et al.   IEEE Transactions on Smart Grid

A Dynamic Multiarmed Bandit-Gene Expression Programming Hyper-Heuristic for Combinatorial Optimization Problems

(2015) Nasser R. Sabar et al.   IEEE Transactions on Cybernetics

Fuzzy neural network-based rescheduling decision mechanism for semiconductor manufacturing

(2014) J. Zhang et al.   COMPUTERS IN INDUSTRY

Multiple-objective scheduling for interbay AMHS by using genetic-programming-based composite dispatching rules generator

(2013) Wei Qin et al.   COMPUTERS IN INDUSTRY

Dynamic dispatching for interbay material handling by using modified Hungarian algorithm and fuzzy-logic-based control

(2013) Wei Qin et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

An integrated release and dispatch policy for semiconductor wafer fabrication

(2013) You Li et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

A hybrid computer simulation-artificial neural network algorithm for optimisation of dispatching rule selection in stochastic job shop scheduling problems

(2011) A. Azadeh et al.   INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH

Order-lot pegging for minimizing total tardiness in semiconductor wafer fabrication process

(2011) J-G Kim et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY