Proceedings of Industrial Engineering and Management : International Conference on Smart Manufacturing, Industrial and Logistics Engineering and Asian Conference of Management Science and Applications

• Autore: Chien Chen-Fu
• Pubblicazione: Singapore : , : Springer, , 2024; ©2024
• Edizione: 1st ed.
• Descrizione fisica: 1 online resource (795 pages)
• Altri autori: DouRunliang LuoLi
• Nota di contenuto: Intro -- Preface -- Contents -- Optimal Modeling and Decision Analysis for Smart Manufacturing -- Quantum Computing Approaches to Optimize Employee Scheduling in Multi-task Call Centers -- 1 Introduction -- 2 Shift Scheduling in Call Centers -- 3 Methods -- 4 Simulation Experiment -- 4.1 Model Formulation -- 4.2 Model Conversion -- 4.3 Experiment Results -- 5 Conclusion -- References -- A Job-Shop Scheduling Method Based on Ant Colony Optimization Considering Simultaneous Processing -- 1 Introduction -- 2 Scheduling Model -- 2.1 Reactive Scheduling System Including Simultaneous Processing -- 2.2 Ant Colony Optimization -- 3 Numerical Experiments -- 4 Conclusion -- References -- An Optimal Period-Based Switching Model for Assembly Lines Considering Ergonomic Evaluation -- 1 Introduction -- 2 An Optimal Period-Based Switching Model for Assembly Lines Considering Ergonomic Evaluation -- 2.1 Assessing the Ergonomic Risk Value Using the OCRA Index -- 2.2 An Optimal Period-Based Switching Model for a Production Line Considering Ergonomics Evaluation -- 3 Experiment and Results Discussion -- 4 Conclusions -- References -- A Mathematical Analysis on Optimal Assignment in Limited-Cycle Multiple Periods Considering Quality and Due Time ~the Case of Two Worker Levels~ -- 1 Introduction -- 2 Model Explanation -- 3 Rule of Optimal Assignment -- 3.1 With One Special Worker -- 3.2 With Two Special Workers -- 4 Numerical Considerations -- 5 Conclusions -- References -- Average TSP Tour Length Approximations for Territory Design -- 1 Introduction -- 2 Literature Review -- 3 Our Approach -- 3.1 Experimental Procedures -- 3.2 Features of the Tour Length -- 4 Regression Based Approximations -- 4.1 Formula in the Unit Rectangle -- 4.2 Formula in the Rectangle and Applications -- 5 Conclusion -- References. ; Motion Capture Analysis of Learning Effect for Assembly Tasks -- 1 Introduction -- 2 Method -- 2.1 Research Procedures -- 2.2 Nut-Tightening Work -- 3 Results -- 3.1 Result of Working Time -- 3.2 Analysis of Each Positional Area by Working Time Among Workers -- 3.3 Comparison of Experienced and Inexperience Workers -- 4 Summary and Future Works -- References -- Advanced Manufacturing Systems Planning and Scheduling -- Scheduling Optimization of Underground Material Transport Vehicle in X Coal Mine Based on Whale Algorithm -- 1 Introduction -- 2 Problem Description -- 2.1 Model Assumptions -- 2.2 Vehicle Delivery Time Considering the Actual Conditions in the Mine -- 2.3 Establishment of Mathematical Model -- 3 Model Solving and Analysis -- 3.1 Whale Optimization Algorithm -- 3.2 Result Analysis and Discussion -- 4 Conclusion -- References -- An Optimal Allocation Model for Smart Production System in Limited-Cycle Problem with Multiple Periods Considering Quality and Due Time ~the Case of Different Worker Levels~ -- 1 Introduction -- 2 Model Explanation -- 3 Formulation of the Expected Cost -- 4 Numerical Consideration -- 4.1 Numerical Experiment -- 5 Conclusion -- References -- Integrated Assembly Job Shop Scheduling Considering Fuzzy Operation Time -- 1 Introduction -- 2 Problem Analysis -- 3 Description of IAJSS-FOT -- 4 Solving IAJSS-FOT Problem with NSGA-II -- 4.1 Hybrid Chromosome Encoding Structure -- 4.2 Crossover Operation and Mutation Operation -- 4.3 The Selection Decision of the Non-dominated Solution -- 5 Case Study -- 5.1 Information of Case Study -- 5.2 Experimental Results -- 6 Conclusion -- References -- A Hybrid Multi-objective Genetic Algorithm Combined with Dispatching Rule for Wafer Test Scheduling -- 1 Introduction -- 2 Literature Review -- 3 Hybrid Multi-objective Genetic Algorithm Combined with Dispatching Rule (HMOGA). ; 3.1 Data Preprocessing -- 3.2 Chromosome Representation -- 3.3 Crossover and Mutation -- 3.4 Decoding and Dispatching -- 3.5 Evaluation and Selection -- 4 Experiments -- 5 Conclusion -- References -- Deep Reinforcement Learning for Dynamic Flexible Job-Shop Scheduling with Automated Guided Vehicles -- 1 Introduction -- 2 Methods -- 2.1 Problem Description -- 2.2 The Mathematical Model of DFJSPA -- 2.3 Markov Decision Process of DFJSPA -- 3 Dueling Double Deep Q Network Algorithm -- 4 Numerical Experiments -- 4.1 Experimental Setting -- 4.2 Learning Analysis and Comparison -- 5 Conclusion -- References -- An Integrated Shop Floor Dispatching Rule by Considering Urgent State of Jobs Based on Workload Control: An Assessment by Simulation -- 1 Introduction -- 2 Literature Review -- 2.1 Order Release Based on WLC -- 2.2 Shop Floor Dispatching Based on WLC -- 3 Simulation Model -- 3.1 Shop and Job Characteristics -- 3.2 WLC Order Release -- 3.3 Shop Floor Dispatching -- 3.4 Experimental Design and Performance Measures -- 4 Results -- 4.1 Performance Assessment of GFS -- 4.2 Performance Assessment of PJS -- 5 Conclusion -- References -- Intelligent Cooperation by Solving a Two-Stage Production Assembly Scheduling Problem with a Heuristic Algorithm in Canned Food Plant -- 1 Introduction -- 2 The Proposed Heuristic -- 3 Computational Results -- 4 Conclusions and Future Research -- References -- Solving an Intelligent Scheduling Problem in an Automobile Factory -- 1 Introduction -- 2 Problem Description -- 2.1 Problem Definition -- 2.2 Model Formulation -- 2.3 Solving Procedure -- 3 Computational Results -- 4 Conclusion and Future Research -- References -- Research on Mixed-Model Assembly Line Rebalancing Considering Skill Differences and Series-Parallel Design -- 1 Introduction -- 2 Mathematical Modeling -- 2.1 Problem Description -- 2.2 Symbols and Variables. ; 2.3 Objective Function and Constraints -- 3 Algorithm -- 3.1 Algorithm Design Framework -- 3.2 Encoding and Decoding -- 4 Case Study -- 4.1 Case Description -- 4.2 Objective Function Weights -- 4.3 Comparison Result of Optimization Algorithm -- 4.4 Production Line Layout of Rebalancing -- 5 Conclusion -- References -- Distributed Dual-Resource Flexible Job Shop Scheduling Optimization Based on Multi-objective Gray Wolf Algorithm -- 1 Introduction -- 2 Description and Mathematical Modeling of DFJSP-DRC -- 2.1 Problem Definition -- 2.2 Mathematical Model -- 3 Solving Method by Using IMOGWO -- 3.1 Encoding and Decoding -- 3.2 Initialization -- 3.3 Search for the Prey -- 4 Experimental Results -- 5 Conclusions and Future Work -- References -- Scheduling of Design Engineers in an Engineer-To-Order Production System -- 1 Introduction -- 2 Literature Review -- 3 Problem Description -- 4 Concept for the Tabu Search-Based Algorithm -- 4.1 Mathematical Notations -- 4.2 Mathematical Formulation -- 4.3 Initial Solution -- 4.4 Numerical Example -- 4.5 Neighbourhood Structures -- 5 Conclusion and Future Work -- References -- Development of an Integrated GA and PSO Scheduling Method Considering the Skill Level of the Workers -- 1 Introduction -- 2 Characteristics of Scheduling Problems that Simultaneously Consider Work and Worker Allocation -- 3 Combined GA and PSO Scheduling Method -- 3.1 Features of the Scheduling Method -- 3.2 Scheduling Method Procedures -- 4 Parallel Processing and Its Application to Assembly-Line Processing Problems -- 4.1 Models -- 4.2 Calculation Conditions -- 4.3 Conditions of Calculation in Scheduling Methods -- 4.4 Calculation Results -- 5 Conclusion -- References -- A Mathematical Model of the Multi-objective Flexible Job-Shop Scheduling Considering Human Factors -- 1 Introduction -- 2 FJSP Model Description. ; 2.1 Definition and Basic Assumptions -- 2.2 Mathematical Model -- 3 Application of Genetic Algorithm -- 3.1 Encoding and Initial Population -- 3.2 Fitness Function Design -- 3.3 Operations: Selection, Crossover and Mutation -- 4 Experiments and Results -- 5 Conclusions -- References -- Delay Risk Assessment for Job Shop Scheduling Considering Uncertain Processing Times -- 1 Introduction -- 2 Literature Review -- 3 How to Evaluate a Schedule Including Uncertain Operations -- 3.1 Definition of Symbols -- 3.2 Delay Risk Assessment Considering Uncertain Processing Times -- 4 Numerical Experiments -- 4.1 Experimental Conditions -- 4.2 Experimental Results -- 5 Conclusions -- References -- Scheduling Vinegar Production and Filling Processes Using a Mixed-Integer Programming Model: A Case Study -- 1 Introduction -- 2 Production Environment -- 3 Mathematical Formulation -- 3.1 Parameters and Functions -- 3.2 Decision Variables -- 3.3 The Mixed-Integer Programming Model -- 4 Conclusion -- References -- Application of Tabu-Search-Based Method to Order Batching and Routing Problems in Logistics Warehouses -- 1 Introduction -- 1.1 Research Background -- 1.2 Literature Review -- 2 Problem Setting -- 3 Proposed Algorithm -- 3.1 Aisle-Based Distance Approach (ADA) -- 3.2 Routing Optimization -- 3.3 Shelf-Based Distance Approach (SDA) -- 4 Numerical Experiments -- 4.1 Data Set -- 4.2 Experimental Results -- 5 Conclusions -- References -- On Searching Optimal Worker Assignment in Multi-stage Production Lines -- 1 Introduction -- 1.1 Environment -- 1.2 Workers -- 1.3 Assignments -- 2 Searching Optimal Assignments -- 2.1 Our Proposed Algorithm -- 2.2 Parallel Production Line Environments -- 3 Numerical Experiments -- References -- Development of Service and Product Design Processes Considering Product Life Cycle Management for a Circular Economy -- 1 Introduction. ; 2 Characteristics of a Circular Economy.
• Titolo autorizzato: Proceedings of Industrial Engineering and Management
• ISBN: 981-9701-94-5
• Formato: Materiale a stampa
• Livello bibliografico: Monografia
• Lingua di pubblicazione: Inglese
• Record Nr.: 9910855391703321
• Lo trovi qui: Univ. Federico II
• Serie: Lecture Notes in Mechanical Engineering Series