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Smart Delivery Systems: Solving Complex Vehicle Routing Problems: Intelligent Data-Centric Systems

Editat de Jakub Nalepa
en Limba Engleză Paperback – 21 noi 2019
Smart Delivery Systems: Solving Complex Vehicle Routing Problems examines both exact and approximate methods for delivering optimal solutions to rich vehicle routing problems, showing both the advantages and disadvantages of each approach. It shows how to apply machine learning and advanced data analysis techniques to improve routing systems, familiarizing readers with the concepts and technologies used in successfully implemented delivery systems. The book explains both the latest theoretical and practical advances in intelligent delivery and scheduling systems and presents practical applications for designing new algorithms for real-life scenarios.


  • Emphasizes both sequential and parallel algorithms
  • Uniquely combines methods and algorithms, real-life applications, and parallel computing
  • Includes recommendations on how to choose between different methods for solving applications
  • Provides learning aids, end of chapter references, bibliography, worked examples and exercises
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Specificații

ISBN-13: 9780128157152
ISBN-10: 0128157151
Pagini: 290
Dimensiuni: 152 x 229 x 17 mm
Greutate: 0.4 kg
Editura: ELSEVIER SCIENCE
Seria Intelligent Data-Centric Systems


Public țintă

1) Transportation and Computer Science researchers, graduate students, and professors 2) Transportation Planners, software developers, Operational Research Engineers

Cuprins

1. Complexity in Real-Life Transportation Problems
Part 1: Rich Vehicle Routing Problems: Challenges and Algorithms
2. Economic and Environmental Impacts
3. Serial and Parallel Algorithms
4. Metaheuristic Algorithms
5. Bio-Inspired Algorithms
6. Hybrid Algorithms
7. Heuristic Algorithms
8. Benchmarks
Part 2: Smart Delivery Systems: Challenges, Algorithms, and Applications
9. Machine Learning
10. Advanced Data Analysis
11. Parallelizing
12. Smart Delivery Systems Practical Applications