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汽车混装平衡问题的随机有序元胞自动机算法研究

Abstract第4页
摘要第5-6页
Contents第6-10页
Chapter 1 Introduction第10-16页
    1.1 Background第10页
    1.2 Literature review第10-14页
        1.2.1 Assembly line balancing and classification第11-12页
        1.2.2 Methodological techniques第12-14页
        1.2.3 Cellular automata第14页
    1.3 Organization第14-16页
Chapter 2 Automobile mixed-model assembly line balancing description and analysis第16-22页
    2.1 Automobile assembly lines第16-17页
    2.2 Automobile mixed-model assembly line balancing problem description第17-19页
        2.2.1 Assumptions第17-18页
        2.2.2 Mathematical model第18-19页
    2.3 Complexity analysis第19-20页
    2.4 Evaluation measures第20-22页
Chapter 3 Mixed-model assembly line balancing via stochastically ordered cellular automata algorithm第22-34页
    3.1 Cellular automata and its mapping第22-24页
        3.1.1 Basic cellular automata第22-23页
        3.1.2 Cellular automata construction of mixed-model assembly line balancing第23-24页
    3.2 Cellular initialization第24-27页
        3.2.1 Three factors-integrated heuristic selection第24-25页
        3.2.2 Intervals-separated tasks assignment第25页
        3.2.3 Illustration第25-27页
    3.3 Stochastically ordered cellular evolution rules第27-31页
        3.3.1 Generalized swapping process第27-28页
        3.3.2 Orderly execution rule by non-decreasing number of swapped tasks第28-30页
        3.3.3 Stochastic selection rule among stations and tasks第30页
        3.3.4 Bi-objective evaluation realization第30-31页
    3.4 Stochastically ordered cellular automata algorithm procedure第31-34页
        3.4.1 Algorithm framework第31页
        3.4.2 Solution procedure第31-34页
Chapter 4 Computational study of automobile engine assembly第34-47页
    4.1 Case description第34-35页
    4.2 Assignment results第35-38页
    4.3 Performance analysis第38-47页
        4.3.1 Initialization performance第38页
        4.3.2 Stochastic and order analysis第38-43页
        4.3.3 Computational complexity and solution quality第43-45页
        4.3.4 Convergence analysis第45-47页
Chapter 5 Conclusions and further research第47-48页
    5.1 Conclusions第47页
    5.2 Further research第47-48页
Reference第48-51页
Academic achievement第51-52页
Acknowledgements第52页

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