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基于人工蜂群算法的多目标装配线平衡排序问题研究

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

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