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Informacje szczegółowe o książce

Smart Delivery Systems: Solving Complex Vehicle Routing Problems

ISBN 9780128157152

Autor: Nalepa, Jakub

Wydawca: Elsevier

Dostępność: 3-6 tygodni

Cena: 583,80 zł

Przed złożeniem zamówienia prosimy o kontakt mailowy celem potwierdzenia ceny.

ISBN13:	9780128157152
Autor:	Nalepa, Jakub
Oprawa:	Paperback
Rok Wydania:	2019-11-21
Tematy:	LNKT

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 algorithmsUniquely combines methods and algorithms, real-life applications, and parallel computingIncludes recommendations on how to choose between different methods for solving applicationsProvides learning aids, end of chapter references, bibliography, worked examples and exercises

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