摘要 | 第4-6页 |
Abstract | 第6-8页 |
Table of Contents | 第9-12页 |
List of Tables | 第12-14页 |
List of Figures | 第14-18页 |
Notations and Abbreviations | 第18-22页 |
1. Introduction | 第22-32页 |
1.1 Source of Project | 第22页 |
1.2 Significance of Research | 第22-24页 |
1.3 Research Contributions and Structure of Thesis | 第24-32页 |
1.3.1 Research Contribution | 第24-28页 |
1.3.2 Structure of Thesis | 第28-32页 |
2. Literature Review | 第32-63页 |
2.1 Introduction to Assembly Lines and its Types | 第32-43页 |
2.1.1 Assembly Lines | 第32-34页 |
2.1.2 Basis Definitions for Assembly Lines | 第34-35页 |
2.1.3 Types and Classifications of Assembly Lines | 第35-43页 |
2.2 Assembly Line Balancing Problem | 第43-48页 |
2.2.1 Simple Assembly Line Balancing Problem | 第43-45页 |
2.2.2 Generalized Assembly Line Balancing Problem | 第45-48页 |
2.3 Mixed Model Assembly Line Problem | 第48-53页 |
2.3.1 Mixed Model Sequencing | 第49-50页 |
2.3.2 Car Sequencing | 第50-52页 |
2.3.3 Level Sequencing | 第52-53页 |
2.4 Balancing and Sequencing of Mixed Model Assembly Lines | 第53-56页 |
2.4.1 Interdependency between Balancing and Sequencing | 第53-54页 |
2.4.2 Simultaneous Mixed Model Sequencing and Balancing | 第54-56页 |
2.5 Order Oriented Simultaneous Multi-Mixed Model Sequencing and Balancing | 第56-63页 |
2.5.1 Interdependency between Order Scheduling and Mixed Model Sequencing | 第59页 |
2.5.2 Simultaneous Order Scheduling, Multi Mixed Model Sequencing and Balancing | 第59-63页 |
3. Multi-Objective Optimization | 第63-83页 |
3.1 Introduction to Multi-Objective Optimization | 第63-66页 |
3.2 Multi-Objective Optimization Approaches | 第66-73页 |
3.2.1 Classical Techniques | 第66-70页 |
3.2.2 Evolutionary Techniques | 第70-73页 |
3.3 Multi-Objective Evolutionary Techniques | 第73-77页 |
3.3.1 NSGAII Algorithm | 第73-74页 |
3.3.2 SPEA 2 Algorithm | 第74-77页 |
3.4 Evolutionary Techniques for Assembly Line Problems | 第77-83页 |
4. Modeling | 第83-104页 |
4.1 Multi-Objective Assembly Line Balancing Problems | 第83-88页 |
4.2 Simultaneous Balancing and Mixed Model Sequencing | 第88-92页 |
4.3 Order Oriented Simultaneous Multi-Mixed Model Sequencing and Balancing | 第92-102页 |
4.3.1 Mix-MPS for Mixed Model Sequencing | 第93-97页 |
4.3.2 Problem Description and Modeling | 第97-102页 |
4.4 Summary | 第102-104页 |
5. Methodology | 第104-138页 |
5.1 Introduction to Artificial Bee Colony Algorithm | 第104-106页 |
5.2 Multi-Objective Artificial Bee Colony Algorithm | 第106-138页 |
5.2.1 ABC for Multi-Objective Assembly Line Balancing | 第109-119页 |
5.2.2 ABC for Simultaneous Balancing and Mixed Model Sequencing Problem | 第119-128页 |
5.2.3 ABC for Order Oriented Simultaneous Multi-Mixed Model Sequencing and Balancing | 第128-138页 |
6. Computational Experiments and Results | 第138-215页 |
6.1 Multi-Objective Assembly Line Balancing Problem | 第138-176页 |
6.1.1 PBABC for Assembly Line Balancing Problem | 第138-165页 |
6.1.2 HPABC for Assembly Line Balancing Problem | 第165-176页 |
6.2 Multi-Objective Simultaneous Balancing and Mixed Model Sequencing | 第176-194页 |
6.2.1 Mixed model Assembly Line Based on Benchmark Problem Data | 第177-185页 |
6.2.2 Mixed model Assembly Line Based on Case Company Data | 第185-194页 |
6.3 Multi-Objective Order Oriented Simultaneous Multi-Mixed Model Sequencing and Balancing | 第194-215页 |
6.3.1 Example Problem | 第194-204页 |
6.3.2 Case Company Problem | 第204-215页 |
7. Conclusion and Future Directions | 第215-219页 |
Acknowledgements | 第219-220页 |
References | 第220-236页 |
List of Publications | 第236-237页 |