Jakub Nalepa,
Jakub (Assistant Professor, Senior Research Scientist in Machine Learning, Evolutionary Computation, Deep Learning) Nalepa
Smart Delivery Systems
Solving Complex Vehicle Routing Problems
Paperback Engels 2019 9780128157152Levertijd ongeveer 9 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9780128157152
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:290
Uitgever:Elsevier Science
Hoofdrubriek:Milieu- en omgevingsrecht, Juridisch
Lezersrecensies
Wees de eerste die een lezersrecensie schrijft!
Inhoudsopgave
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
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
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