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| Foreword | |
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| Introduction | |
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| Geographical Information Systems: Basic Concepts | |
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| Introduction | |
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| Geographical databases | |
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| Features of geographical data | |
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| Representation of geographical data | |
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| Spatio-temporal databases | |
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| Geographical information systems | |
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| Historical note | |
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| Typology of GIS | |
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| Potential applications | |
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| Main components of a GIS | |
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| GIS functionalities | |
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| Advantages and drawbacks of GIS | |
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| Research areas | |
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| Conclusion | |
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| Optimization: Basic Concepts | |
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| Introduction | |
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| Design of an optimization problem | |
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| Features of an optimization problem | |
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| Single objective optimization | |
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| Multiobjective optimization | |
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| Potential problems in optimization | |
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| The knapsack problem | |
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| The bin packing problem | |
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| The container loading problem | |
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| The assignment problem | |
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| The scheduling problem | |
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| The traveling salesman problem | |
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| The capacitated vehicle routing problem | |
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| Solution approaches | |
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| Exact methods | |
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| Approximate methods | |
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| Conclusion | |
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| Integration Strategies of GIS and Optimization Systems | |
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| Introduction | |
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| The importance of GIS-O integration strategies | |
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| The full GIS-O integration strategy | |
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| Characteristics | |
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| Potential applications | |
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| The loose GIS-O integration strategy | |
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| Characteristics | |
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| Potential applications | |
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| The tight GIS-O integration strategy | |
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| Characteristics | |
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| Potential applications | |
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| Comparison between integration strategy | |
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| Comparison-based technical criteria | |
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| Comparison-based centralized/decentralized architectures | |
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| Potential applications of GIS-based optimization tools | |
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| Hydrology and water resources | |
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| Waste management | |
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| Criminology | |
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| Transportation | |
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| Summary of GIS-O applications | |
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| Conclusion | |
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| A GIS-O Framework for the Vector Loading Distance Capacitated Vehicle Routing Problem | |
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| Introduction | |
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| General context | |
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| The fleet management | |
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| The geotracking | |
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| VRP variants | |
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| The VL-DCVRP | |
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| Problem statement | |
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| Mathematical model of the VL-DCVRP | |
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| Illustrations for the mathematical model | |
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Results by CPLEX for
5. ≤ m ≤
9. and
2. ≤ n ≤ 3 | |
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| A loose GIS-O integration for the VL-DCVRP | |
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| General outline of the loose GIS-O integration | |
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| A loose integration of QGIS and CPLEX-TS | |
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| An illustrative example | |
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| Conclusion | |
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| Glossary | |
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| References | |
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| Index | |
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| Color Plate Section | |
