## Network Models and Optimization: Multiobjective Genetic Algorithm ApproachNetwork models are critical tools in business, management, science and industry. Network Models and Optimization: Multiobjective Genetic Algorithm Approach presents an insightful, comprehensive, and up-to-date treatment of multiple objective genetic algorithms to network optimization problems in many disciplines, such as engineering, computer science, operations research, transportation, telecommunication, and manufacturing. Network Models and Optimization: Multiobjective Genetic Algorithm Approach extensively covers algorithms and applications, including shortest path problems, minimum cost flow problems, maximum flow problems, minimum spanning tree problems, travelling salesman and postman problems, location-allocation problems, project scheduling problems, multistage-based scheduling problems, logistics network problems, communication network problem, and network models in assembly line balancing problems, and airline fleet assignment problems. Network Models and Optimization: Multiobjective Genetic Algorithm Approach can be used both as a student textbook and as a professional reference for practitioners in many disciplines who use network optimization methods to model and solve problems. |

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99 2.4.2 Priority-basedGAforMXFModel .....................100 2.4.3

**Experiments**........................................105 2.5 MinimumCostFlowModel..................................107 2.5.1 MathematicalFormulation ...

Furthermore, we will combine small but reasonable GA parameter settings for comparison

**experiments**. Thus ensure the effectiveness of the reference set S∗. References 7. Koza, J. R. (1994). Genetic Programming II, Cambridge: MIT.

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### Contents

1 | |

49 | |

Logistics Network Models | 135 |

Communication Network Models | 229 |

Advanced Planning and Scheduling Models | 297 |

Project Scheduling Models | 419 |

Assembly Line Balancing Models | 477 |

Tasks Scheduling Models | 551 |

References | 604 |

Index | 687 |

### Other editions - View all

Network Models and Optimization: Multiobjective Genetic Algorithm Approach Mitsuo Gen,Runwei Cheng,Lin Lin No preview available - 2008 |

Network Models and Optimization: Multiobjective Genetic Algorithm Approach Mitsuo Gen,Runwei Cheng,Lin Lin No preview available - 2010 |