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Smart Delivery Systems
Solving Complex Vehicle Routing Problems
Presents the technologies and algorithms for tackling complex scheduling and delivery problems in airports, seaports, railways and other transportation systems
Jakub Nalepa (Edited by)
9780128157152, Elsevier Science
Paperback, published 21 November 2019
290 pages
22.9 x 15.1 x 1.9 cm, 0.59 kg
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.
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
Subject Areas: Transport law [LNKT]
